{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "913777d6",
   "metadata": {},
   "source": [
    "# Optimizing Specular Lighting with Spherical Gaussian\n",
    "\n",
    "In contrast to `diffuse_lighting.ipynb`, this tutorial describes how to optimize multiple light probes while also accounting for **specular lighting effects**. The light is modeled using Spherical Gaussians, and we will optimize <fill in parameters here>.\n",
    "\n",
    "For more details on the logic and usage of the approaches, we suggest to read the [MJP Blog post on Diffuse Lighting From an SG Light Source](https://therealmjp.github.io/posts/sg-series-part-3-diffuse-lighting-from-an-sg-light-source/)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "59a44a25",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "!pip install matplotlib\n",
    "import kaolin as kal\n",
    "import torch\n",
    "import math\n",
    "from matplotlib import pyplot as plt\n",
    "\n",
    "def generate_pinhole_rays_dir(camera, device='cuda'):\n",
    "    \"\"\"Ray direction generation function for pinhole cameras.\n",
    "\n",
    "    This function assumes that the principal point (the pinhole location) is specified by a \n",
    "    displacement (camera.x0, camera.y0) in pixel coordinates from the center of the image. \n",
    "    The Kaolin camera class does not enforce a coordinate space for how the principal point is specified,\n",
    "    so users will need to make sure that the correct principal point conventions are followed for \n",
    "    the cameras passed into this function.\n",
    "\n",
    "    Args:\n",
    "        height (int): The resolution height.\n",
    "        width (int): The resolution width.\n",
    "        camera (kaolin.render.camera.Camera): The camera instance, should be of batch == 1.\n",
    "    Returns:\n",
    "        (torch.Tensor): the rays directions, of shape (height, width, 3)\n",
    "    \"\"\"\n",
    "    # Generate centered grid\n",
    "    pixel_y, pixel_x = torch.meshgrid(\n",
    "        torch.arange(camera.height, device=device),\n",
    "        torch.arange(camera.width, device=device)\n",
    "    )\n",
    "    pixel_x = pixel_x + 0.5  # scale and add bias to pixel center\n",
    "    pixel_y = pixel_y + 0.5  # scale and add bias to pixel center\n",
    "\n",
    "    # Account for principal point (offsets from the center)\n",
    "    pixel_x = pixel_x - camera.x0\n",
    "    pixel_y = pixel_y + camera.y0\n",
    "\n",
    "    # pixel values are now in range [-1, 1], both tensors are of shape res_y x res_x\n",
    "    # Convert to NDC\n",
    "    pixel_x = 2 * (pixel_x / camera.width) - 1.0\n",
    "    pixel_y = 2 * (pixel_y / camera.height) - 1.0\n",
    "\n",
    "    ray_dir = torch.stack((pixel_x * camera.tan_half_fov(kal.render.camera.intrinsics.CameraFOV.HORIZONTAL),\n",
    "                           -pixel_y * camera.tan_half_fov(kal.render.camera.intrinsics.CameraFOV.VERTICAL),\n",
    "                           -torch.ones_like(pixel_x)), dim=-1)\n",
    "\n",
    "    ray_dir = ray_dir.reshape(-1, 3)    # Flatten grid rays to 1D array\n",
    "    ray_orig = torch.zeros_like(ray_dir)\n",
    "\n",
    "    # Transform from camera to world coordinates\n",
    "    ray_orig, ray_dir = camera.extrinsics.inv_transform_rays(ray_orig, ray_dir)\n",
    "    ray_dir /= torch.linalg.norm(ray_dir, dim=-1, keepdim=True)\n",
    "\n",
    "    return ray_dir[0].reshape(camera.height, camera.width, 3)\n",
    "\n",
    "def disp_imgs(imgs, title=None):\n",
    "    \"\"\"scatter images plotting\"\"\"\n",
    "    nb_scenes, nb_views, _, _, _ = imgs.shape\n",
    "    f, axes = plt.subplots(nb_scenes, nb_views, figsize=(1.95 * nb_views, 2. * nb_scenes))\n",
    "    f.suptitle(title, fontsize=16)\n",
    "    plt.subplots_adjust(wspace=0, hspace=0)\n",
    "    for i in range(nb_views):\n",
    "        for j in range(nb_scenes):\n",
    "            axes[j, i].imshow(imgs[j, i].cpu().detach())\n",
    "            axes[j, i].set_xticks([])\n",
    "            axes[j, i].set_yticks([])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6553510f",
   "metadata": {},
   "source": [
    "## Loading 3D model\n",
    "\n",
    "Here we are loading a simple sphere mesh with materials, which are preprocessed for rendering."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b7923167",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "SurfaceMesh object with batching strategy FIXED\n",
      "            vertices: [1, 642, 3] (torch.float32)[cuda:0]  \n",
      "             normals: [1, 642, 3] (torch.float32)[cuda:0]  \n",
      "                 uvs: [1, 671, 2] (torch.float32)[cuda:0]  \n",
      "               faces: [1280, 3] (torch.int64)[cuda:0]  \n",
      "        face_uvs_idx: [1, 1280, 3] (torch.int64)[cuda:0]  \n",
      "    face_normals_idx: [1, 1280, 3] (torch.int64)[cuda:0]  \n",
      "material_assignments: [1, 1280] (torch.int16)[cuda:0]  \n",
      "           materials: [\n",
      "                      0: list of length 1\n",
      "                      ]\n",
      "      vertex_normals: if possible, computed on access from: (faces, face_normals)\n",
      "        face_normals: if possible, computed on access from: (normals, face_normals_idx) or (vertices, faces)\n",
      "            face_uvs: if possible, computed on access from: (uvs, face_uvs_idx)\n",
      "       face_vertices: if possible, computed on access from: (faces, vertices)\n"
     ]
    }
   ],
   "source": [
    "mesh = kal.io.obj.import_mesh('../samples/colored_sphere.obj', with_materials=True, with_normals=True)\n",
    "\n",
    "# Batch, move to GPU and center and normalize vertices in the range [-0.5, 0.5]\n",
    "mesh = mesh.to_batched().cuda()\n",
    "mesh.vertices = kal.ops.pointcloud.center_points(mesh.vertices, normalize=True)\n",
    "print(mesh)\n",
    "\n",
    "# Take diffuse texture map component from materials\n",
    "diffuse_texture = mesh.materials[0][0]['map_Kd'].cuda().float().permute(2, 0, 1).unsqueeze(0) / 255.\n",
    "# Take single diffuse texture\n",
    "specular_texture = mesh.materials[0][0]['Ks'].cuda().float().reshape(1, 1, 3)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "970fa494",
   "metadata": {},
   "source": [
    "## Camera\n",
    "\n",
    "We instantiate a camera object and transform vertices into the camera coordinate frame to support rasterization."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "29e5f4fe",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/mshugrina/anaconda3/envs/kaolin-dev/lib/python3.8/site-packages/torch/functional.py:478: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at  ../aten/src/ATen/native/TensorShape.cpp:2894.)\n",
      "  return _VF.meshgrid(tensors, **kwargs)  # type: ignore[attr-defined]\n"
     ]
    }
   ],
   "source": [
    "cam_pos = torch.tensor([\n",
    "    [0., 0., 1.],\n",
    "    [0., -0.3, 0.9],\n",
    "    [0., -1., 1.],\n",
    "    [0., -0.999, 0.111],\n",
    "    [0., 0.999, 0.111],\n",
    "    [0.5, 0., 0.5]\n",
    "], device='cuda')\n",
    "nb_views = cam_pos.shape[0]\n",
    "cam_pos = cam_pos / cam_pos.norm(dim=-1, keepdim=True)\n",
    "cams = kal.render.camera.Camera.from_args(\n",
    "    eye=cam_pos,\n",
    "    at=torch.tensor([[0., 0., 0.]], device='cuda').repeat(nb_views, 1),\n",
    "    up=torch.tensor([[0., 1., 0.]], device='cuda').repeat(nb_views, 1),\n",
    "    fov=70. * 2. * math.pi / 360,\n",
    "    width=256, height=256, device='cuda'\n",
    ")\n",
    "vertices_camera = cams.extrinsics.transform(mesh.vertices)\n",
    "vertices_ndc = cams.intrinsics.transform(vertices_camera)\n",
    "face_vertices_camera = kal.ops.mesh.index_vertices_by_faces(vertices_camera, mesh.faces)\n",
    "face_vertices_image = kal.ops.mesh.index_vertices_by_faces(vertices_ndc[..., :2], mesh.faces)\n",
    "face_vertices_z = face_vertices_camera[..., -1]\n",
    "\n",
    "# Compute the rays\n",
    "rays_d = []\n",
    "for cam in cams:\n",
    "    rays_d.append(generate_pinhole_rays_dir(cam))\n",
    "# Rays must be toward the camera\n",
    "rays_d = -torch.stack(rays_d, dim=0)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "509e2992",
   "metadata": {},
   "source": [
    "## Rasterize albedo and world normals\n",
    "\n",
    "The first step toward rendering with lighting is to render the albedo (color) and normals in world coordinate system. In addition, we also render the specular albedo. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "320b37b1",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 842.4x288 with 12 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "imsize = 256\n",
    "im_features, face_idx = kal.render.mesh.rasterize(\n",
    "    imsize, imsize, face_vertices_camera[..., -1], face_vertices_image,\n",
    "    [mesh.face_uvs.repeat(nb_views, 1, 1, 1), mesh.face_normals.repeat(nb_views, 1, 1, 1)]\n",
    ")\n",
    "hard_mask = face_idx != -1\n",
    "hard_mask = hard_mask\n",
    "uv_map = im_features[0]\n",
    "im_world_normal = im_features[1] / torch.sqrt(torch.sum(im_features[1] * im_features[1], dim=-1, keepdim=True))\n",
    "albedo = kal.render.mesh.texture_mapping(uv_map, diffuse_texture.repeat(nb_views, 1, 1, 1))\n",
    "albedo = torch.clamp(albedo * hard_mask.unsqueeze(-1), min=0., max=1.)\n",
    "spec_albedo = hard_mask.unsqueeze(-1) * specular_texture # Here is because specular texture is a single pixel\n",
    "disp_imgs(torch.stack([albedo, ((im_world_normal + 1.) / 2.)], dim=0))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b1003613",
   "metadata": {},
   "source": [
    "## Render synthetic ground truth\n",
    "\n",
    "For the purpose of this demonstration, let us create synthetic ground truth renders we can use to drive optimization of the lighting parameters. \n",
    "\n",
    "The scene is composed of two spherical gaussian defined by their direction (as a unit vector), amplitude and sharpness.\n",
    "\n",
    "We render and add both diffusion and specular lighting effects using respectively [kaolin.render.sg_diffuse_fitted](https://kaolin.readthedocs.io/en/latest/modules/kaolin.render.html#kaolin.render.sg_diffuse_fitted) and [kaolin.render.sg_warp_specular_term](https://kaolin.readthedocs.io/en/latest/modules/kaolin.render.html#kaolin.render.sg_warp_specular_term).\n",
    "\n",
    "Real photographs or renderings of a complex scene would be used in a realistic scenario."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "2bb31cc4",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-5-c18d08d6ccbc>:16: UserWarning: FALLBACK path has been taken inside: runCudaFusionGroup. This is an indication that codegen Failed for some reason.\n",
      "To debug try disable codegen fallback path via setting the env variable `export PYTORCH_NVFUSER_DISABLE=fallback`\n",
      " (Triggered internally at  ../torch/csrc/jit/codegen/cuda/manager.cpp:329.)\n",
      "  diffuse_effect = kal.render.lighting.sg_diffuse_fitted(\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 842.4x288 with 12 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "gt_azimuth = torch.tensor([[0., math.pi / 2.], [0., 0.]], device='cuda')\n",
    "gt_elevation = torch.tensor([[0., 0.], [-math.pi / 2., math.pi / 2.]], device='cuda')\n",
    "nb_scenes = gt_azimuth.shape[0]\n",
    "gt_amplitude = torch.tensor([[[5., 2., 2.], [5., 10., 5.]], [[3., 3., 7.], [8., 8., 1.]]], device='cuda')\n",
    "gt_sharpness = torch.tensor([[6., 20.], [5., 40.]], device='cuda')\n",
    "roughness = torch.full((nb_views, imsize, imsize), 0.1, device='cuda')\n",
    "def render(azimuth, elevation, amplitude, sharpness, im_world_normal,\n",
    "           albedo, spec_albedo, roughness):\n",
    "    \"\"\"Render diffuse and specular components.\n",
    "    \n",
    "    Use spherical gaussian fitted approximation for the diffuse component\"\"\"\n",
    "    directions = torch.stack(kal.ops.coords.spherical2cartesian(azimuth, elevation), dim=-1)\n",
    "    img = torch.zeros((directions.shape[0], *im_world_normal.shape), device='cuda')\n",
    "    for j in range(directions.shape[0]):\n",
    "        # Render diffuse component\n",
    "        diffuse_effect = kal.render.lighting.sg_diffuse_fitted(\n",
    "            amplitude[j],\n",
    "            directions[j],\n",
    "            sharpness[j],\n",
    "            im_world_normal[hard_mask],\n",
    "            albedo[hard_mask]\n",
    "        )\n",
    "        img[j, hard_mask] += diffuse_effect\n",
    "        # Render specular component\n",
    "        specular_effect = kal.render.lighting.sg_warp_specular_term(\n",
    "            amplitude[j],\n",
    "            directions[j],\n",
    "            sharpness[j],\n",
    "            im_world_normal[hard_mask],\n",
    "            roughness[hard_mask],\n",
    "            rays_d[hard_mask],\n",
    "            spec_albedo[hard_mask]\n",
    "        )\n",
    "        img[j, hard_mask] += specular_effect\n",
    "    return img\n",
    "\n",
    "gt_img = render(gt_azimuth, gt_elevation, gt_amplitude, gt_sharpness, im_world_normal,\n",
    "                albedo, spec_albedo, roughness)\n",
    "# Compute irradiance\n",
    "disp_imgs(torch.clamp(gt_img, 0., 1.), \"Ground truth with sun\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f0d07fe4",
   "metadata": {},
   "source": [
    "## Optimize Spherical Gaussians parameters\n",
    "\n",
    "Using the same rendering functions and re-initialized the spherical gaussians we can optimize the position, amplitude and sharpness of the spherical gaussians using mean squared error on the rendered image as a loss function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "dfe47937",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Final values\n",
      "azimuth: tensor([[ 1.5762e+00, -1.0824e-03],\n",
      "        [-1.6623e+00, -1.6776e+00]], device='cuda:0', requires_grad=True)\n",
      "elevation: tensor([[ 1.2093e-03,  2.9463e-06],\n",
      "        [ 1.5684e+00, -1.5728e+00]], device='cuda:0', requires_grad=True)\n",
      "amplitude: tensor([[[ 4.9118,  9.8171,  4.9072],\n",
      "         [ 5.0061,  1.9998,  2.0014]],\n",
      "\n",
      "        [[ 5.2865,  5.2948, -1.4437],\n",
      "         [ 2.9852,  2.9860,  6.9958]]], device='cuda:0', requires_grad=True)\n",
      "sharpness: tensor([[19.4408,  6.0159],\n",
      "        [22.7100,  4.9811]], device='cuda:0', requires_grad=True)\n"
     ]
    },
    {
     "data": {
      "image/png": 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apTZUobz5TJTjgdF0mguE7Xl2Pfw4jbkFzrloO9MzB/n8X/8Dv/vpP+efvvogzbmZE10cJz0KQcAzr7yE1778Nm64+VLWbdmGV6wiEgABiIsxLoQtdBwxNzeFFxSoDI9hzcgNEGCMhzExUXOGVqNJFIVo0wI0YSNk9sAsYRTRac/S6XQoV1zCTodvfn8nv/M//z/+6Z+/SrvdPqFlcaqgEBS5/Pxref5zX8yNtzyHs87ZyNBYkJBHIdLWvMELQAmIA64rKGz3crxUZQtEkMyF6BhaHTAaTBtQYARcDxzPMDPV5vvfeYq//dvP82ef/zTf+NaXaLVbJ7QsThX4hYArb7yGF73khdz2vOvZum4HBVVFxE1mpCOe1FaAwQDGaNpxncf3Pspf/flf8Ef/+zP80xe/Rrt16kvV1gKFIOCGa6/lJXffyXNufT7lyU3MlAoc9BzmBeJUBA3YNZ3BxY6KLlABHGA4+T3A4BAlRDRrzmIXGhrQBpqdNk/sfYo/+9zn+PT/+EMe/PK/0jkJ6+xpRTxFhPPOPovXvPK1PPu5z+fs88+mUPBZUajJoJo1SygN/RWsMg8afKDp+2qAeqvN1x9+iD/+2z/jj3/jt3nyW9/LCegiCJvXn8lzb76V173xlVxx9dl4xRDBg3YT6tPMHZijMdfCn5ikODKChA4z0zM88tDDjE0Oc/ZFO8AZAlUA0wJa7H9qPw9/82GKBfA82HjmuQyv2whYCZtpzbP3qb089r3H2bpllPVbJ1C1Ydodl7/9l4f4tU/9Pl/8q79g/tFv53WWgYiwbmILtz3rbl5673O44eYzCWouogqAB+Jhh04X8LH9RAMdoJ2cKyTnDLZPOZk3RMlvTSC0xBVNHHXotFqEzQWKlRqOJygV0GxGfOZvHuR3/uCzfOWv/4SZvU/m9TUAR4TTx9Zz28238aJ7X8Mlz7iaYNTFLQqiAA1h06rPnSIox5LMPiQEExIba9M19Vw8FGpLQKNkvlOuJawYQ9SG5kyHf/vWN/iTz/4ef/rZP+E7jz5FpHNzlyzE8RjbdgHXPutZvOblL+RZ11xG1S/S4yurSTaXg+nWcbM9z79++Uv8yR/8IZ//3N/wrcceI4zjNUjDqQPXcTh92xaef8v13HvnbVx21VV4wxMc9MvsRtiPEMEiPpJ+deiNhk7mbxc7Yg5jqEAiDY1xaSckNJVyKyyFFbSB+U6d//fVf+S//+7/4C//5C+Y3jt90khBnzbEc93EBu570f28+TVv4PSztuGNJLYty6p1TObQ0G0SKnMMrixS4pmOtkuMuAPnNcITOuZfdu7kf/76b/JXn/pvTO966tgz/DTA8NA4L3juy3jLq9/BJZfuoLTOQdQCti48aM9A3IbZuhXBjG6wRdwIeeqp3Tz++E7G141y1sWng5St1JMYiGnMzjK9ew/z09O0Wy1KQyMUKzVG1o3jOAozcwAdhXz3uzupVAucfvo61Mg44peITYlvNDVf/N4uPvPrn+Srf/S71PfvPpFFdVJgcmIzd9/2el585/2ce/561p3m4LhzCRPxsUOkg23/6bA5iIyOdtE5Mr9lf4+xbSKmf3huAzGtqMA/74z454f289d/+Dt86TO/ydy+J48xt08PrB8Z403PuZNXv/TVbLviCtRECQKxVSZAnPD0tGgdjkIrtAyMfXbUsu/yivQIa2QwhOx5+F/5/d/5FL/y3/6Ap/bm5kkAtYnN3Prq93P3y+/h6nPH2REo1FrwzEPBGHTU5sD3vs+n//vv8wu/9Vvs3L//RKfqpMA5O7by1lfdy113Po9NO7bjlKrE/hhPiMsuhKbYLgaLGYnQzxrSz5RtpMt4hR1la8lRxuCgEylolJhZ9KirQTBo2lGHb37/W/zO73yKP/jdT3Ng94nvZ6c88RwdGuLeu17CW17/Hs475wz8goKiIO6g1DIlmDG9dURa3Yk0xqQTpmt1TFaAnZzH3ifSO9+FR0+yk0pxeuVaR9hjDHu14fuPPsanP/6L/N3v/2/qU7PHoUROfniez4UXXMk73vhTPPumGxmtBQSj4BRjoIHV02mIFiyZjBR4JWvD2ZiHdpOndu/jySd3MbZ+nDMvPgsIALdbVyZuQTjHI995jJmDM1YFaECpVG2oKJZ8XCXoWLPjrK24gQeVYZAiB2KH70SGfUbz7W8+xB9+4Mf5t7/9c6IfQPWg7xd48R1v5lUvfTtnnr6DSlkY2igE1Qio0y37JTUCq8hi+sRrMT1CWmB/S/HgNDxVNzz6/Sf4i9/7JF/+o08QdX7w6gtgojbMS295Lm++737OufxynIkxpOyAI/3cf3CtvMoEx5hE/R6D8jKktisuNehwjsf+/d/49f/8X/ndP/pT9hyYWt1EnCJw/QJX3/kmXv3Od/OMS7eyoawYAryTgXR2YVcOutPi8Qcf5GO//DF+4zOfodU5+dS5a4GxWplX3f183vmON7DtrDMRPwAnQDtDPIHLUyLUk2tTkdWgkmClETN7zsEyjXSkrQBVYASDh07sQDWgkO4CXZJ3xix05vjyN77CR3/x4/zDX3+Rhdn51S2MI8ApSzwd5XD7c57Fjz7wH7j0sssJAoWI5fyUAJWSw0HSGWOrzyNutzBhSKPVoNVqMDwxjO8n6wtJpTcuRE3ozBHh06o3CGNNGBkKpQKlahnwcNys/WhKSi0JDVHsAuaBpjG0tOZb3/wXPvXBH+Orf/p36B8QlYVSim1bz+D+V76D22+9k+2bNlIuOgSeoEYM4rSwUqxEVJJ2M0k8GxBozkGnxe7d+3lq5x42nraJjadtwpIfB3QbTJu56Vn279yNjkJMrFGOj5eEyRKEudkFWq0OE+NVhmolqlvOxnEUKAUCbePyHQ0zAnUxzNcjvvm3X+L3fvQd7Pzut9D66V9nnudzxSU38tqXvZsbr7mFoWEfzwO/COX1ICo18vOWuPt4zJaDzn5pf3aIjcc3Z2FvB+ZDw8J8xFe+8A98/lMf4bGv/Q1x+INhA+ooxXOvvo733v8Grr32Wvxtm5BykFgzSH+1LCV6WWUMTiNLS1NtaCbTnuebX/oCP/NLv8r//Yu/s2F+fgAgymHbxTdw/w//OLffcTPbhxyGRPBkab3ayQFrCxw1FvjCn/4pP/9LH+YL3/hX4h8Qk4nAc7nlGZfygfe+jSuvvxZVLiGuh5EiDUo8hmKfCCkdT3Wog8QzXapnGQMsXedpW0hYSVe/FABlYBxDKVHDWxdNSz7TEINR3OZAfYqnDuzmH7/wj/z6r/5Xvvut7xBHa9/PTkniOTo8ylte9w7e9bZ3MzoxZLlCwjHFBYoGJKS3nE+rtacuN8bQmdpLWJ/nkcf20WqHnHv5mVRHrBWFlXh69nu4AK2DtBpN9j75FFEMB+c0ylG4rlXpj4yNMzpapVwtQ6GCOKr7foMVt88Ds5kUHZyb5fc//jH+5OO/xsLBp/cqf3hojBfc/nJeePt9XHrROWzaMIKOBF9ZoaaqGUTm6Jckp2qDVMngQHsOEzXZ/eQ+9u0+yBmXnktluNr73bSAJrMHptn1yE4cBcXAoTYyQm1s1JpfKEWn3qA5NU2rHdFsh4xs3E5tfBwcGzLGGHhYwxQwrRKK0zYc+PZO/vx/fIrPfepXmZ868SqL44Wx0fW89bU/yd233cf6yVGCQPA8cF3wa+BUDSJZcdlaTo/pcNPr18YITzSFJ5swm4QlbLUMu3fP88U//2M+959/irl9O9cwjWuPyZFR3nzvy3ntPS9hfN0klc0bkLHqKurOjzOMAb3A9FOP8Zu/8Tt89Nc/xZ79B090qo4rSmNbeN4r3s6b3v4mzt82xIgnFEgcu0504pbAErFdMNowu2sn//VjH+MTv/t7PHng6V1n2zZM8NPveB33vuwlVNavQzw3MYwuUKfMQwhTQEg/wTSZ72rgXCoag8XrQVjcFlIm45M6J1kiOgZMJN7x1tCvX/tqjKGt2zR1g4cefYTf+vXf5n996n8yu8ba11OOeJ515oX83Ac/xm233khQcjEmQzoBKQKuAemwWELiY/MbYeKI1p4nCTsdHnl8P2EUc+7lZyXEM+iTsoX1edoze4g6HeampjAIUwuGMIx7Zr3GUKsW2LF1HFUZRWrjkKw8DD5zCE9hFZOpsl8MNHTMF//m7/kvD/wwO7/14FoV45piw/rt/PRPfIzTdpzLjq2b2balhIkFNCgDqgYShIg06XWpVGKd1oMHRkE8j47afP/Bh2m3Opx+8TmUh1LiqYib0+j2NDMzDXbvmsH3XSbGaziuy9DkZEI8Bd2q0zl4kHYnZOfuKUZGqqybHEYNb0D8AsY4TBuHRyK7WOgk/Vcf7NB6eDdf+8e/5jc+8tMc2PP0IzNnnH4R737rf+C5NzyPWtXDdQXPBde3jlpqCMRPh8rUjnOtp8nFQ85UKDzUgHoM7dh6ebabhoVGzINf+if+6Fd+hEcf/NIap3NtcO7WHTzw+jdx47XXMDIyzMjEOpyxYSgFpw7xBIg7tPc8xO7HdvMPX/4qH/n13+TB7z50olN1XLDp/Bt5409+jLufcxFbhxUVJX2WECcjlrXMNgbdbvGtz3+ed33gA/zdg99c45StDW699jI++qEf5dwrrkIqVcRJTPLEp0OZ7yLMAqmBz6BFe0DqpW5PzmmIjeWtRpYnnSvZhabimdTKvgRsSByRLPmE7Dht0qcZmKpP8dm//xy/9gu/ylf/4ctHWSpHjlOGeBaCIrc99z7+wwd+jrPPXIfyrOeWDi156cpcaiAqVcFlnIOMgInRnQaNPXvQsWbvvhmiSFNvRxiEcy4/i+pwBcg6qkTM7N7Hrn//Hq6nqNQ83CCgtnELWpvUXZODjz5Gp9lmw+QQ/tAYzsg6bLFowCXE4RFgAdso0xUKQGQMj+zez3/68Z/iK5/+74TNp0cgehHFTTfcxo+/78MMDY9SKfpsWj+E59kBVmE122oYRIXYkkmdU9ImlfHtMwZYQBvNQ//yfTrtkB0XnEO5Vu1eF9cPoJsHmJ3rsGtvnXKtxmnnnddLU/JpTIyJIjqtBk/++79SLAZMTozglodQtXHAITQO341gxlgzCVwgNDCv0QfnePQbX+G3PvIh/vXr/4x5GqjeHeVy2SXX8f4HfonLL7iMYqDwPUE5lnB6haRblEHUSs5BJwahgX9vQl1D00DcgTCEMDS024Ynv/tdfu9n38mDX/7bp0V9AXiOw81XXsNPvPWHOPucsymVy7iuQ6FcRTaMg+Mc+iEnE4yhvW8XC/v3Ue+0ePLJJ/nZX/k1/vqLXyKMnh4xW0WEi66/i/f8h09ww2UbWFcSAjl11geDUs/uSGAM6Jg9//ZN3vbu9/B//vbvThov6mOF5zrc/byb+cQvfJDxLdugWATXS+Z4IabCUyiewnoppEidg+Lk0zfWQ12AeQ1tY6XbKgk/lro4L2X3mc6KeuD5Walq6gHvAhPAWBKmKY0B2n+nlYBGJuLJfbt45w+/i8//nz8jah//TTqWI54n1V7t5VKVH33gw3ziVz7BOedY0gkQtjWddkyrBbpDT4zYlZaljT4xx9V1jG6iOy10p0XYiYij2NqGpm6ekhkBjICxtqNKSXKd/TsoFihVS5QqZYqVMuVyQKno8fiT+3n0e4+go1lsQDubHheD3Ven55+bGgM4Ipy5YYKf+OTHednPf4ygUl2jkj1+KBTKvPb+H+FjH/lNJsYn8RyPTRuqeJ4gxvo4KAHlk6mzrCNYauqQBpYg6WXWwsVx3cTMIbV2SdZ1ypo/pL87ycTbrePkEOWi/AJeqUq5ViEMOzz66D4OHpjtpsHFUFUQKHCSwNniC86wQ2HjCBfeeCM/8ouf4Pn3vw2/WFqroj0uKARlXnHPu/mlD/02V118Ob5rbW8dx6rXnSRSkrhp9zgRKvaV4QAFD3wXPD8xC3Ag8IWgpNh27jm85Wd/m5te8k7coHiik3vMKAUF3v6i+/jVn/wA11x3PePbtuOVCgTFElIu2dnsVIMIbm2UoDLE5I5NXP3c6/nVj/4CD7zhfsrFwolO3THD8Yvc8KJ38OFf/S1uv2oDW8pCQXHKkE5YutcbIBZBOy7rLryY3/zUb/POV7yM4sAugKciKqUC//Hdb+STH/k5VHGIqYPTdKanSa0tNWV2IezFBoGDniQyAIawNpjKGMJmTGs+pHGgTjjfRKFxkvpPl8KpRDRdMqZq+fSZqXMRLHadDrHEtw3sBZ5AWEAwfa5NPYgInvLYsW4rv/Obv817PvSjFMonbmw8abbMLJeq/MxP/hpveP0rqVQdRAxxrJmaarBvT5NSocDESBUJsKaZAj1pZ6+LGBNZ18pEOmoMuJ6HMRB2IrQhITVB8mYNcQPiJiZsoo3gOQ6FUhHH8zMumlYtLKJwPRfHUdZY13QSCV3JEp3kyWmKIno2HgrwRdhYLvD6t72ecrnMb7/7h2gvzK1NIa8yxkc38cNv/wCvfNWrWag3abRDtmwYoVhQdFrgJiFbJOGXts4GzbB7Xnk99Mrbc1zENSjpV/UaYoy2uzz4rot7CImPclz8Qomo08K0NTMHZhjeFOIFgoiDmwjPvSBZKOgkaUVwXZ/tF1zA237oXWzeto3/9esfY+4UVL2XSzXe/ZZf4O47Xsrk2DCeIwSelXLa/Z+tKqhr1X6SQoARF9oCoWB1T3HCvwSkKEycvplX/fAH2LD1dP7oE++n3Tg1+9jm2hjvvf/1vOSeu1h37lnIyBBxo4G0FBIEUDzFVOwZqEKB4roNoDo4vs8Zl1zBe398lB2b1/OLn/wNHt19aobwKZZrvPo9H+PNr3s5524q4K9m6Ko1xKDEM5uFJoAo/M3b+Nn//EkuuegC3vUz/5G5hTqnItaPDfOhB97CLbc8m+8+tAfPcTj3nK14I5OAQuOzC8UUQhI1rEcSDVS7rj0gEcR1TSuKYWYBEYPZNoZ2FFnxiUe/2CxInhmanrQztQEelICCZT9NUkM/O7OOIEyweEZNISKMVkb40AM/xYbJ9fzkD/8YC3MLx1x+R4qTYnqplGt88P0f581veiWlqkMUamZmmuzaM81CvYNPkQ2TBYJiwgO7zrWZrmEMhAtE7RYHHnoMHcXEsVWtl0pVQGjH86A10rWSSMmMBpMEtBaF4wcMr1sH4iKq3H0FxlDbfAY6CpmZ/xZRs0W70aZUdfpquYpdhSRP7q4//OSNrsCk6/DK17wMjOG/vefttObX1uj3WDFUG+MXP/TbvOCFz2KuHnJgeoYzt25gZMRBEOsIJjbEisoIM3tlng3LMzi0WZouKDzXsyYWkr0ukWwqwXUUnucdkngC1IbKFP0YTJ1WW2N0Lz0FseYcXiKAbSdNSzsQGqFYcamNTnLHbXdT3XYm/+ld99Ocnzm6wjsBWD9+Gu/5oQ9z2/Oez+hIAVcEP1GtO05iM58EeZC0vk7SyVIECgYCxw62xgc6drGQxC9HCsLQxiGe94o3Egyv53/98gM0Dz5xglN+ZCgXS7ztVa/m5S97KWOnbUWNj2CAqFnHLQRQKWH3uDw1ISI4xSLGFEAMgjC2+Qxe/PJXML9Q52d+7TeYr59a5kjlyhDv+9AneN1rXs6mkZMkLucxYlB5m0rj2ljpZ1wZ4p53vgtneIh3vPfHmJ07ceF7jganbZrkoz/5w+w44xz2HFigVAgYrhYpjA6hXIURlwUUcwgNbHl0dW/GDpXNEPScBkdj6g2UeNBqWzvLiSqm4OJIz0Md7DgVJZIpH42nrMRSJYQhtQVNFU8O/ZLPFB16POMg0EGYpCcAG4QgBJ7P2+5/EyOjw/z4D/8oux5b25jjJ5x4lkpVPviTv8qbX/8KihXFwZk6u56ao1nv0Ik6FL0q1WKVYsGxZkxiK0S6YZMSQhI1oD1FNN8iXGiCCFpAlKASUYhSClHKbqnYnVnFzrSOQhyFSl5iSO+ju1wVAccvoLwCeEU6800aew5SijswFFhGicFJzBoCoCM9F5oI8Iz9dAxUHMV9r3kZIvBb7/4h2gunRoctl6r8xHs/wgtecAuiDAvzLWpBiXLJx2jBiCU0OpVCKUtoLNJ13WCXGPzbxWiN4ziIMQnxzFydGCQqT+O5guumL1g+UIXruTjap1CIiKI2Og5JnZoqjuAom2btgZPsyoIDWmyIUSkFFKY8brjuBmbf+0F+7xfeT/sUsNMtFau8+80/zx3Pv4PakIvv2gAcnmul0o7TI5vd8LUn+YRZEhgyVtowmxhYxVGiXXBBtB1gGfZ51p0vJGy1+IMPv4VOc+1X90eDUlDgPa9+A3feeTtj2zejatZr3bRbKK1RtRpSKpyaorQBZBeVojyGt57NPS++l9hofvbXfpOFRnPlB5wkKBTLvOenPsI73ngfIxU57KpZKbTOiULWC3upkTolXh0gRJj3izz7/tfyi1HIe977fuqNk39cBKhVyvzyh97HVVdeifGqjMUR9dkFvHIJt1IGfGJc9iPdoG49g6+MTWYLRCuYm0c15sEYTByjakXUcNGa8ZGYxyb3hpEVdpgwJDwwBQUPNVTGBB44gkk0qOmQvJzNbfp7i57x2n5gAyvLD1zl8vLbX0JhwfDGt7yVuYW1GxtPqHFQqVTlZz7wSd78hlcSlBSPPD7Dw49M0WrGiCi0AdfxKBUdHEesYDKEbFBiG4Q8yYYS4jBGKUsgHdfF9QOKtSFUwQ7SpUqFYiWRYqbVqly7h5zjo5Si045YmFug2VggDrOBqaVb24VSqUuGTBxDq052LdKdu03vbATMagiNYT42dOqaohJe+pqX84Zf+S+nhM1nqVjhp37kY7zmla+iWHbYtXuKhbk5JicqeA5EYaIeSGw7RTGwLV+G8K9oP6gIW207yHneIuKJW4HCBtziCMWSRxAItus1WayUsJYv4gaI4+K4Dko5NGbnyHYBMVZNohJD8LTiIgMdEaTk4JZqBPML3PWGN/Hyt/4IfnBy26MFfpEfftPPc9cdd1OtuRQCwVVWUOa6WLujdHEgnPRq9hQKa1xfEqjE1r6qAvgqsf10LKn2PChWXZ5zz0t54Zt/Ftc/uesLIPB83vqSV3DPnXewaccOpFoB38U0mpjZBbuADk5dFfuhIEqx5ewLuPeuO/j5H3vXKWHz6XgF3vbAz/Dj77ifkYqzeLw6DCy2zDuxWCo9aa6yhlI+YESo+wVueP0bee+P/jAF7+SXxJcKAb/w/ndx1hnnEZSHGFs3QdwJQTlsOHMrImWMeMxiza+a9CSWDuAYg2sMjjY4MTjEOFEbx3HsMOo4BJNDBI6iBJQMSAuieYjnQvR8C4VGzcxj6m3aB+ZpPLSX9kN7CJ+cwbRCJHEaSoIILuE21FPDp+r2epLeeXpq+CUhguu43PuS+/jkz3+YcnHtbD5PGPF0lMubXvNjvO7VLyPUMd/+3hSzcyHjI+MEXkCsNQqHWqVEpewRR9JbbnRTnbG0kBA8H1EOI5tHWXf+Oay/6HLWXXAJw9u2UxqfSAipoheQOiEoEthYP6qMcRyMUswdnGJ6zx7C1sBqO2oirRmGhsq4SjE336arV06agoedBNOOabAhX7SBjoFGB9pTEe16TLy7Tgm459Uv5db3vB9xTt5ZX0Rx/33v4nWvup9SyaHeDKk3mqybnGBkuAiJih1jpYUpoelu+NR70mG+TzLORQP3KA+cIsoNCHwXzz1EuYmhHfvs2dOkEwmjE0WKxZ7k2xcY8npNy3EyPhtiO3LkCKpYQLU1pcDl7re8lWff/RorfT0J4TgeL37B23jli19PpeLheYKbEjIBN04kgxmJZ5+F+0kMAYpiyafvWKJZEhjSMBzb3zyVBGBWUKq6PO+Vb+GGF74dUSdzHxOef+313HXH7WzacRq19RuQ1I6z1cagUeXyqefFfgQQAadQYWhsgttvfR6vf+ldR0Xk1gqiXF76qnfw0+97E4XiEovkQyBLHNK/TwYSOpiuFOms65Ju0WKJUSACXpHb3/0A97/uFbjOyev0Fngub73/JTz7xpsolMoMb9hMpIV6M2LduiEcYzc0iYFZhJBenrukc8GgnopRu0OchQ5Ou42TOLo6ShFM1PBKhW4ZkajWRRvMvnnkyQPIkweRZoS4HiqZ50wrIt63QPjd/cR7muiOxhjTlTQvV6pZF+s21vmoiRV4rUQ+levy0je8jvf80Du6TrrHGyesZdxx+0t533vfSb0R8cgT8/hegXVj47jKI441Dh6TI2NMjBXwvcRjGTLO6DZ8UXfbS9cDv0B5vEZ5rIpXLOAVS7hBoevp7DhW0tVbs2QdVuw1qYd0eiweRAzELVTUxE31yMWyDX5oXMDYgTNzR1d4pkFrjenExLEmnp4mnpsnWmhTcRRve+BtXH/vS45TiR87nnPLXTzwzvdQrbrEBqZm5lBKUQh8HGU92L3UMV0S4raU79Ah0asPbznimUCJwnU9HDc7DC6lHBIwCqOtuUV1pECxlMS2SNLrKUvK0mQ76YYFOqk/RzAFhXg++uACtQ3jvPJt7+aaG249ksytGW5+5p286y0/Qa0W4LpWte4I+LE1JUASE4iMdPckc2BfER4wLLBBYMyDYmI6EAgMxVDTVgLqipWCVod9Xvyun+DSm+4+0UlfFjdd+Qze/NrXcPY55zG6YSNS8DGOwoQddLuFU60h1epJTcRWBSqmOj6CuB7vf98DvOTO55/oFC2Lu2+7jV/92XdTqZU5ms4TDxzLkQRziONIrj2cZ5lDpAdsbgtAEWtEVRKhVBnlxT/7Ia6+/TmHzvwJwgufexMPvP1NaC1sOf8SpDhCq2MICj7V0RHEr2EQ5hMVe+pr2t1NyICzAK5RuAiuElxHcDwfVxs836M6WqGkhCLWxC7ugBiDCkNUp4MSQYmDcn3capXClvUE60ZRlTLiW4P7cC6mubNJu2nQMd0dwrLELWsOUcAuAgQb0nEBSz67iuKlIOAFHu99/4/zktvvXM1iXhYnhHheeMGV/MpHPkkxKLOwoJkYqTFULeM4ina7SasV4iqPQuDa8EYJIejubtlNepb/p/pClZFAQtqVUuJpGX2WdPaQhujxPA/HdbrsX2vdi1OWMqrkWcpRlqGYdP8C+9zMfkjJfT3yGe+aR8/W0Sh0q4neP40A66pV3vef/jNnXHbV6hT0KuKM0y/igz/xy2zeMIwg1Jua2bkFxoaHGKqpbowyURk1e1pfR9nKlFL4vkdQLKCWUd2I6+AVAxzPgU6IacfoVoe42USHod2iz2jrcCKS1KtrJUamRdag0fegULCDBEmys870sQIpK1SxSDRdR8ew4bzTeMdPfISzr7zx6DJ5nHD5xTfwkw98lMnxoUSlbvC1wQ8t+eyq1g29UWn5rnFSIu1tBYERBZuLsLkMowVLNItYCWjFgC8QeML4uiFe/f6Pc/olJ1d9AZx/xln89Dsf4IJzz2N80xbE9zBKMPN14t377Kzj+8ipsjI4WtGd0dbKvhAQGge8Ip/85f/IpRecd+h71xjXX/cs/tPHP8Lo+vGjtnxI7f9T4rkSDodsHuqeNAjhIOHNvlsPXLdcFaZDRRL2NzF/EdaPbebdn/gYz7j5mYfI0drjnO1bef8Db2Nuts22Cy7BLdbQccTsvv2s3ziCKo+DuOjEmSidIbJbWLotcI3geoLrObiewnEc3MQvoTRSxvOcLgdwgbgFTgdUI0RpcFwPx/dQroNfK+B4CmeojLt5FHfrJFKrIY6LCVyiSGjXwdX9Qi3oyQ26klV68oM5YBprhLYy+RSqI0N88uO/yvOfcd1qFfWyWPMpZnR0HR/4sQ+zfqKGjoXhaolC4DFUEwqBsQGfjcF1HUbGAgrlRFLjJqTGh65tZ1/yk2bh+ODVksCRPdhwMW7PYWgJ0U5paIiN557LxnPPBadMp+Ny8Mmn2P2d73Dw8ceZ27OHmb0HmJ2pWy9138PzPOsSnEo/k2YwInaCd7KvUNiJJNKYZgfdDokdD91oI+0QR2DjSJUf+qUPU51Yv4qlfmwYGhrlbW95H+eeuRXPFcLY0Gi20XHE6HAZzxU7GRowySiV2nZ2VbjAkYrTHEcICi5eYXn1lbguUi6jikVot6C+gJmfR8/NYWam4OA+on17ae7ZgwkbVEdcykPJ9jxOv3S0RlJnSRMxGiTu2awaASkIqhpAFNGZaSMFl9Ftm3nFm3+EyujEkRfuccDk2Cbe97ZfYOumLXi+VasH2hJqBwPG2BBXaXMdVLOfgkg1IQUHxguwvQZbalD1LQEdFquKD3xhw+b13Puuj1Ad23Sik91FrVLhg+94N+vWTTC5eRsS+FZUG8bEU7MYJUixaO0Gnu4wGt2aoV1v4xcLYDRDGzbx/gfeRqV08sRl3bp5Gx/9uZ9hctumJM7w0dl1pqQzSo6l1Nsme01idx4nn+k9Sz138NlL/Z09nyKV8qUxI5fDoNq9gN1RpySKHZvP5C0f/Tk2bNt8eIWxBhiulPjAA29hfHiMic2bCWojEDaZ3b2baq1AaWIjuCWMCOn+ehndau8IBG9SGJoQRsaF0VGHctHBRfACn8JQESViVfPGOj4CKAxOq40SRWldhdrGMrWJIsWSg1JWVaqUgDiIX0A8D6k3oNEmcA2esmU8KB8QMkKuzDmFVbvPYMnnodTuw1s38eEP/AzbJo8v/1jTUUwph9e+6l3ceMMzrRTTBT+A4REIAkMUGaZn6lQrZSYnhymV06Dg9EJpdvt2dv1msOutGrjj4A6DCvreLaIyEs9l0uc4eEGA6/s4jmtt97TBRBHt2Vnmdu9mdu8BDu6eZmGmztYdk2zYPGnf59ayiesLFNSlW4l0yYyUMYENRqpFiCNNPN+0DSUWrr72Wu54y7tOCttBpRzuueu13HzDzZQKNn/NZoeDUwdxXWvLogCdhE8Vydh2HiuRSRvJinYnqRGpZ0mo66I8q55Xjg1zJYBoDVGL0phDaThA3A3gbSBbZ4708680hpoyoHSi5hAQ30EVfSTsEGsoTZa49LyLeO59bznhdeY6Hve/9D1ccuFl+J61dbQrboOjI9Bxry8pQ3c7sJPBqGyVkJpNDAWwYxg2VKHo2DBnQwaKvnDBpRdz88vem0S4OLFQonj5bXdyxUUXMz42gVeqgKMwStDtDnHUwZmYREastuGI+c1aGg0e47tMHKEbc5g4pjFTx3esnTficuU1z+TWG68/KcwMHKV49+texmWXn40MzDUprLYltruemH5qmJ29Qvqljlly2M4cHTJEMUM6B6Wk6XPTa0P6JapZUjlIPNN744HP5ZBen9ofpgSoCFTFYfuFV/CsH3otchLYeyoR7r39+bzgBbdSb4UMrV+PENOZ2cfsvn0MbxgDp2znZXpELTW96iOeDpRcCFwIHCFwwNUGx/Vwq0U6rqJNr4zbUaIo7XRQBrySR2G4gOspSiWXoitUfai49rlO4iMhUYjUm8jeWaI5TbsOYVLhabSclBinYpRs70jlCm3sltBtevW8VBcVgXNuupafeucDBMfRQWxNW8PVV97GfS95JZWqLZ5iGapDVsI0Oxuxd+8C7TC26tVA4bhWitYlM33IFluG3qW63oHfUvtNdZjGs47jJPaePRLjui5eQl7DTowWhRKDaAGVhjZJ3pd8C8B6S6eGGEqgEiDrRyhuHMMrlzGuS3Rgzkp6MTjTLe699+WcftPtR1PMq4orLruRV73ijWxaN4kSQWvDfL1DGIeM1Gp9DUipJTzZj2WyE7FuyYdyHEqHBtdGQxfXTQJUuojr4SREVGLX2uGqRB4w0FYUVjpYSkwFVMZqI1VLawMmEPuuuXlLRosOo9vHuOfuV3Hu1TcdQ4aPHRedfy333HEfJd+nmNg3enEbP1xA4ijZ1YnEeJX+EejohDYnNXwHNtXgnHGYrFj7zxqGWtHlOffcz7YLTrwq8JIzzuTdr349nudSHZtAlItxIGo0qO/bhfZsOz4q0jmItSKfR7tTqVKYdoP29DyeZx3/hkaqKL+C5zi8+r57OX3LiZegPef6a3nDG16NFKvJYNerGGMMcRjSmZkmnp+CqMVSFZcSu5T0pXNGWnwtLFFoYeMKh8kRGeukEsb9UtL0mX3ENENQB0lmVoIaGvuOurFOKYPXwdJkpWdcZuFiCbJVMQsjqsiL3vwWzr/p2iMo3eODs7dv5Sd/7O3MtzTB0BCOX8J0WtTnG9QmhnELZaxM0uad5HMR6UyOIj3C5xjQoeUYbsnFSaSdYOcMYuuQ5IQGRzmUakUCJT1npUQ7Gih7FKtQGjI4Yd3yB9dDG0WzbusqbSMp8UyXPilJTltb2qYcbL3M0COfS0IEVfC581Uv47rLj5/J35oRz0p5lDe/8V0Mj5TxPWXDnXgQx9Bqw+xcSLPZBqAQePiejXElWE02MCBfHhSprTwiKxFcx1kx0LgxGhNHmDjCdR1838UPfLwgwC8UcD2v67UmojApM1liNA/oicRTSGr3qASNYDyP4sgw5ZFxwnqbuB0mA4/LuqDE/a99K/7Q6Ir5Op4YGZrkh9/+0wwNVSn4LiaGThhzcHaWRquBDRQvXVV0d7XVlahxbBOlUuAG1nxiWWTWeK5vRehBASkUkEIRiiUoVXAKBbsTFX6i/19cZ6mqKLUcVljNZrfZJZkzRjCFEqYTYtoRnUigUmDjjk28+BVvp1iqHEOmjx6V0jBvefWPsX58krIDgUQUwnn8qJHYqwp2KO3YldCgZLpPPP90gUHEELiwbQjOmoCxgjWr2LRuhDve8AG80vAJS12lUOBHXvsmgoJPuVrDHx6x5V9vs7B7F3EUIkr1FgxHgqxY7VCiq1WCwWo+TJwI+ZbSGy93rzHoWCfPMIjWTGwatTafJqZY9Nm6bTPvffubqFVO3Na1I0M1fuqBt1HesJkevQCjNe16ndldu5h76ik6szOYKMx4f/QKwpDGwOwnEGlVhfQklelnl0TGlnhGce/3QYlpel2WnC5FPrt/a3t9Z4l0pe/PYlDsA9BB0zExodF2lz6sveeW2jru+cn3UBg+ceECfc/jfe96K+ObNrNv7xRjG7cStju05mZQSjG8fiOS7D5o89LrLinx9EkcqLD61SJpFGjb3h3lJPae0g0z5SS/KQWO1jgGPM9lpOZRESFIxtu0iaSqfVGgdISZW7AmZDpGohDlGjt9ZdKW8ozUTB/6h/T0e0o+Z7EOR0tKPeMYiWPGJsd519veTiFYWpp/rFgz4nnnC17OhRecS6UUoLRYJ5vIrgZibYgjgwGq5TLrJgMCH+LEGrYrQesbeAelmitDRPATieVy0O0m4fRuwuk9lMpCbSRgePMGRnfsYPS00xjasoWhzZsY2zTK2MZhqzmPYnR3m85eNaarjEF1u7igSoklgIARwQlsUPpGI8IIKNfBUQ433ngt191+72GW8OpCKYf77n0r519wHkOVEq4SjIFWK2a2voDjKKrloiWdiba2Gyx+NVXtKjXuPUQdd52+Emmn70MQgG8JqNRqOKNj4EyAjJPZ/qoPfap2EsmnWFW7JKIF5QniuWCEuBGjNTS1QLHIFdfeyHXPuosTwd5uvenF3HD1M6k6UDJNivECrg4t4XSTqU6inuQ9/RxcJj/tYIdYpQwjRcNZk8Lp4zCu4BlXX8dlz7rvhKRKiXDX9Tdz47XPxHFdKqPjiGvNQ0xot2IqjIzijY0cVWxVo63/nAl7ZPCoMGjVdAjo2JIYA0e0+DRaM7tzJ435RtezTzngDq0HR1MIfEqVYZ73/Fu58zk345ygPerve+HtXHXLzYjjJ6osiMM2Mzuf5ODOnbQXFohTx0atCdspdesnnlnit8juMiOtjA1EWFO0KEw+Y0McGzSmSw479BPHUFtCGZt+ByG91Pui5DD96VnK03657yGGado0mwcwcdR1rCmJ4tpn3sgz7n3BMZT6seHZ117BnXc+j1YzRMRl1/cf4+Gv/QvT+6cYGh/F8cpdNV2a35DF0k6fXrjEIDknBnQkdmciX3BF8LDE1E80to5jY30qpSiVPQJPdafGrMmFTt8hBhZaNtydCBJrmJrBMe2+qVABo1gynJLgNJ2CJaUpMU3zEmLJZzZCeR+iCGUMt9x8E298ySuPusxXwpr03LHR9bzsJa/DcYRqudBl+FrbVW6zqdk3NUPgB4zUhq1m1fTUtn20vQ+HL55RaaikFdS2KvF8dx1l7QU9D3Fs+B1RCq9cplCrURwuUxwq0ZyrM3tgliicBzPHoBl2t7IzEsHUGsArASWrodcGjDa0Dy7QMKDFgDEMj5d5+TveSXV83WHlcTWxbdN5vO7Vb8EQM1KtIECs4eDcAo64VAs1aqWguw+xylg69DHuk8RuMA2pJaKwQ8bSCxBDr/NKwslSEwJlrBTextbw7DFfxyQmXJGC2kSVu+9/G8Mja+totGnd6bz+5W9lpOhSNk0C00aJSXRBGXG0ZBpjWlenuGPRoZEdIzSeY9g8Ameug/Vll7tf9U6q689c81TtmFjP+177Jhpxm6BUximXwRjiqENzfgZXKQpjY7jFYmYAOQIkTg06wu4IHB9ddzTG3m8O8/44tkdqE30k6dZa0+4YNEJ1/TpwS8ntmk4UEoaajdtP4y1vfgPbN639uHjG1i28++1vxCmV6cmpIpoz+2ktLGC0RhyHwnCR4kSZ5nwL8Rx6ynSLVJ2bxlnM2mO2gZaBThvCliFaMETzELUNUSchngmZTLttGuC8gQ0g3gQix45JScQ4ClhJXZnEAYg0LqVBt419vjZLquMH1xwpWdKkZNfgGjvgh2GLhfZsl6wVEEbdMi9+4O2MnLb2ZhITYyO88y1vYHTTFhxxiENNp14HEYaGyojfk3SmC4J0KEzzkI1Xmh5ZSaKJrTOsG1gCWqTnze4k2l1HKxzHw6+4dES66u5BOY0PlIwhnm0ivot4brJFNLgVt29aHSTDHgYfQxVDGWu652Mo00+gFdbjfZGzkVJdoU1pcow3veH1bJxc/X62BlONcNtz72P7ju1UygV8X1nimfTZKIKZmYhWx3p6lcvS3RpzkZzY7T3zSEdhSUIlrRggVSlU4pyCmxyDkjbBqmodNxPr0+kZAWZQxTaIlOZkU61TouZYQmeMwsSGMAYpKmIjqGabSy85m+teeN8R5/dYICK84Hn3MrluBFc5uOKQOEOjQ6HkVSgHlX4V+1JqWsNaJntVkK5zuqtHSeouEaj2bAkEClXEqK5ORjdCXAfOvuwirnv2bWuXZuVw1/Pu57wd26iYNgFtRCJQsTUcSiWbTiK6VXHySa9+TrF6OnwMZsxKfkVC1g3BWRvggjN2cO0LXp+x6VmbVN1xw02MTIzhFAJGtm0Dz8PU51jY8wQL8zM4wUomJoeGMT0SGMeJZ60hiSfcO4xe5lw6nJnkfLz4uvTaLOJEFXwkjkY6sYlUjsKQqNx1jPJqoDyr0nYdTBzTbjU5+6LLufG6a9bU0chRije89IWcdsEFiE7dTizx1FGEW/AZ2TTJ2PZtlEcqGKPRcZzIJBc7Fw2qx1OpZQNrbxmFydEmIZwxcRQRRbE9Yr2sGj21A43iVGLaI5PZlHSdjDoxUTMm1GZJ9f9gWKXB8y00M7pJe3oKE2viOMLQM12qisdFZ13Ida95aS9syBrAUYr773o+Vz3zSjCK2ek5qxJ3XYqlAn6pAJ5PtpGmM3lKOLPEMytNhKQF6MQqzEu2IaY355tEKONEgoPgOELHFeaxC4ys9WBKOpVA3I7QsUFchSiDhE2cQBDfSYXsXUcuW1cGB5PYepruuQ6GjjFIHHVNA7Lkc4GB7plOdEqB63LmZRfx8ntevOr97Li3gNGRdbzorlchYqiWbTD3dCBzXEO9Yag3Gza8QNGnlHp2pANWSjqzNmhHgWxw+GXhuBjHw0hKPFNC2fckqy8XB+W4uK6DkGz9krk2VbVnhUpdLp1wAS1gFKhAcMtV9EwdHWpErBQ0mm0x5Du85NWvoTI2eXQZPwqMj27kvhe/kliHlPwA17Fq9k5HU290cB2HatnDTbYxTQlmV8U+KKE+hUhNkcUrUIeEpwndLSYdXxDfh1aIE2kbOD9wac20qY4WufPVb6A6NLImaV4/vp0XPOt2hp2IgmkhcRN0u9fg7FYbVt0upif1hCVsQdYkyScQaQZbiNTZOBxx4VaPZz/3DiqTZ6xZKtaNjPLyO+7CDXzWrduI6/tAhG4uECXBpZ1iEUnVyYbDI3IZtbjWhjCyRzs5Wg1ozhsa84bmPLQWoF23R6sO7YY9Wg1LegBQoHxrHtRqQb0O9QVYmLdHYx6aC9BYsJ9GH0kzsgk2OqI9O41ELTzfxauOYLRJTEOsDqJYLRIUPQ7ufopi4PDie+5iYmxt+hjAxOgwd9/9ApTnYhK3E2Og06hT9GFs8xilWtkKI4wmanaI4xjdaRG3W71Y0PRsCAdV2n2e7an6OyGbcRQRxXHyd/KdZYin7lefL6fW774rts9P1fKDRxrPMm1eizzhDcTKGpbGs3Vas3NEOu6Onx4wokrc8aJ7qKxhnY2N1Ljh+uupTW6k01ig02mz8fRNbDptPUNDBer1FkZsQ0/z5iR5HSSdqQRzcL1uVemWdKbSUC/zHMeAChNLMF9wEhvQQdN6Q7LpszG06x0wJtnjXRAMUg2IdSqosvcEZIcFa3phMCyETXZNPUqzPc+BuX08NvUYcdTGN6aPUGt69p6DEBH8col3/tA72bph42pVCbAGxPP2W1/Olq3bUMrgua5VyaYrZQNRGBGFIRU/YN2kR6FAtyb6pGjH6KgiydZQK3q1i4OJXXTsAiWQGr2QrFlYE2OvUMTzHXQ7REcGY/oTmOVfg40MLPGMEatqhyT8BriBg9RKhK0YB7josvO45rZ7jj7zR4jn3XQPZ56xjYV6i8D1upKNWBscx2WoVmKoWkBhiacsVVfH6lh0ArBc8rse7kk+DaA8UAUHlIPRCa/zQRuHTgvOuvhSLnnms9Yk3dddeRMXbp2gLC3EtKxeVEkiioos2VSZlpdmZNCg9WmL7NCe9SEOEWbZMtLijqs3c9kz1qa+AF5y83PYvm0roYnxa0NWGp1M/p04ojI5iT8ynFmEpyqHlcWHBqzpRxvClg3j0o6gExk6EXSahjBMSUlqN9gjKWHmu06YRnbMimNLSMOo/552s3f4LhT9I2lSBuV74DhordFhB786glceozs9iuD5HpMTPq6jmT3wFBMTk9xx641HU/xHhftufxannXcu8zPzhKGljp3GHPse3onSkTVt6coyXcRxUK6mMz1F68DBPh+AwRBHmgGyZxLnoTghhTom0jFxnEg7U8kniz3QNRAnmrQ47p1vwZIkNQaiWNv3GCst6wykpz3w/A69bRkX2g3qCzPEkfVR0DomzBBtO6YKRVGcf+ZZXHXP2mmDXnjrjVx0xSW0FuZ48pGHWbdpjPFNE5RLHjrWFGpVJGPvn52yUoFRSiSzksLs9YYkNGRG2pmVmvpYgYXjJ/NIbMMlucaab2Xnm9TWszXXQOkQFXeQuIM4gqpacmQy7x4iJbmWcLZpUWeOdtxkoTHF3gMPMTe7m1a7wZO7HiHutOz+8vTIdBqmaykIwuazTuMVd6wu/ziu081IbZx7734l69dXCQIXz3OtIW5COjsdmJmZodNs2XiQCpRjB1oxieZrNUiMsS+VJCbkSo9SXTvQxVJMi6QbiYNbKhIEDqa1wMJT+2kenOpb1aaDico0sO4gLr3GadVYCoxCRxqNIIFHRysW5kMKRY87XvpyCiPjx1AIh4dCUOS+F78S5YBooeB7mXQqJkZHk6Dxqp9wZiWdaTFlP08RpNNGVgXSNSWgR7JFgVP2kNERux41oByFFHyi2Rae53Pr816I5x2buvRQ8L2Ae265lbFA40psNQrd2KepKDqTeM+FwLNb+QxqEk6xujpypJnMiOkRhAXO3ODwmhe/APc41xdAwfe54+ZbOLgwS21yEgl8jNF0mg0OzE3jBwF+qdSLCasNOoyIWx2iqSni+sKKUs/UprPdSohKHBFHMXEUE8XxwPeEfGaIZJd4ZgP+JeQ3ju31ceLgMvg9igzNlrGEJ93MbcV2JVjvpyZax+hYoxPdvXQDzoaJGNXBCQIKBQU6xPPglhuvo3CMJgmHg2Lg85K7X4DG0Jg5gOOWQEDHrWRXPR/cRJkpLsatonExJibWGlXoOa9Ab24YlHx2yaCCuAhxCaTq4I55eLUSTrWEiSBuxkTtuBvjMyWE3VYt4JbBrdhtY1P1cHp9CITG0GoaWg1DFIVEcUTUDJeM96kHzknm3EJjngP7dzKzbzftdhPjOMSJSQSkdqQ2DVXlc+u9d+IdJ2/pLIqBz7NvuoXJDWMsTE/jKKE0NIRoiMIY5bh4xRKDnpVZRWtKNp1FV2WmuEQT5kpizZS5pmtC71l/DiWgZyGehnoTmm3oJLKCNNCIhDESW2mn6Ngeom1INd2bcwvQdWIqW70rLRq0aTI9uxNCawKiwxauAGLY+dTDzM9PQUI+U+lnuoffIgiIp7j7nnsp+KvXz44r8bzhGbdz2aUXEgRCvdm0QpcMXW80YhqNNoLg+W63QI2hu92ipIPfMU6KAojjICtIPLvXrLA3eN/1iYzdScisbrf7fk/lK9nQCt05PikHI6AKgvJ9MA7MtYg0OAWFVg7Nll0tXnbeWZx97S1HkfMjww3XPJ8rL7+UKNI4ODipPY4GkCS0i+UvaR67XwZNmU5BIpPWT3aQya4wuzwudbQXG1IqFSqKI0SzTeKZFhdefSPnXXn9cU3vxWdcyHXnn4fXJZ2O3fsz60CUHm7yeyrxRHqZe1pLPKG/FrNWVXZQUqrFi55zBRdceOlxT8nNl1zOReedR2VoiOr4JBJ2oL5AVJ+lHYV2AaOEVqNBfWaGg088xtRjjzL96EO09+1B1xs2P8uQT61TaZnuks6oS0D71bVxrIljYzexiHvEsks8+2L0QBwZ4ljbZ0c6sTU0yXmTnDfWqelwvehNCHGDdhjRDDWNtqaxUKe5sIDRxi7mJULwKQ6vp1AdRdAUfIdtWzdx/dXHv86ede0VXHb1ldTrLRptUG4AJsLoCFWoIEOb6EV2tJNYa27GSnC1pWrZOSVL5LJ/p/aVkYK4DLosSM3D+A6xUWgttvwHVO3xwKcW0MoesWRsOTNHaKDdiGk37HNiHaJbHSC1hO45O6USsX4JrSHG4JVrNnZpFNlFg+egRROGVonbtZs3QNTm3LNP5/wbr17V+lkKN157Geeddxae69GoN6nUqjhBydopi93FsDOzgI5MN88peU9tNJeTcmaRxuBcyv+va27nWHLalaMlTgRhbDUTrTlD54Am2h+jF6xxrojdEVBEcGplOzelJl9YZyJbtibhGIoaFTztEIdtTNixm7wUArwgYGjjRrxSiYMHdjE3sw+Joz5C3WH59exFV17KVeetXj87iiAdhwcR4ZZbns3whEM7jHqezxkbJa2teL9YrLJuooLvQdxOVhDFHjlbFVvB1GD2UCE4HCdhvofxMlEJmU3spQee3Z3zpbeCyoq00++ei5VuiB2wtLHJENdBG9sZahM1rr/6mfzrn326T2WzmhBR3HXbyyiUHKZnQ9tokzrTqcotWd3FkVUHCRmfjKeJ5CzL1yBRzCaDSlofRlmBeDa/IuCVIS66RFNNSoUq1996Fw/+099iBj0wViWdwj03PZfRdLu11DA8aUddY+LukaXScko6fx07slZaYVIm1hqrVo25/8V38Y2vf5nD8og5CogId910Mw0TMVQZRsURhG0MhtmFBYyBeqPJ/COPEoc2rq9SCldsmBatlCUyMda+I7t4SNBzGNI4jsEPVFL1MrC3hlAoJBt1LJHjnjNdD0PDgkGII0OzpcGAdQfqPcB1enZ/Sz54sM3ZmHrJfKCJjGHXY4/ZZwUBI+M1hsaGcVwHxy9QGtuExiGMd4G43HTtZfzVP3y5T9u0migGAW9+xYuhUOKJ7zxBUCwBCjoNZvYeRPmVJEZuP8Io7sYljQf6f0o0U0IomfPZslRY4ihgw2FpksVCjMRqkWLJDDwP+p2Csp8meWOcGg3GMUbr7kWCFYykhJbMvakwJUajia19odYYY1CIJaCJ2j59liVOIV6zzfNeex/f/vt/ptPqF9asFpQIdz73WWzcvonG3AIRASNbzkFUYDcAmZ+zPgpGEMfpW5ZmRVOHE2VuuSmve28yh3ZSEmDAeHYOMRpQSfG3BR1p4tYCKrLhuKx2TaEKPiixfiHJI21cBVuTMQaFIiBgTEbRpQaz0T6C4WGcwGeCGiWnRLyuQmdhnqnpXXTCJuvHN+OJgyPSreel8uxVy7zinlfwxX/9mg0feYw4bsRzfGw9z7/1ZkpV4eATbUaHKnhuYqqEXQ13QkM7bjFZ3UCh4KOUdLdd7NamYfmaPRKkks5DEc8jiQ2XuLJJLDiOsQHlM0i9yJK21ZcNkxI6LIHTCTFIVe+eD1IrEk03CX2QssvV117H745NMndg7+Gn8QiwbmIjN19/U2Io7VId8VDS24XJ8yAoWqJsknCQks3YIGM7BbGULW6Wt6WfRoH2QWqJqQR2oaQ8wd1UJZ5yYSbkyufczfB//gWm9z616mldNzbBc6+6Bs9VPcKpVH9iUwxmJq2jpXRIT0tkM6jo2W4ni8xkNn3us69h8uOT7NtznPrY8AhXXXwRHYHy8DC0mhglNNpN5ptNIq3pxDFKKZQIKmGKWpLtdY3BpERhkHQmjMNPPA68YpCEwhWOeAxd4lpBulvFe54lrcuhjwOm4jPo31BaMhfrGBFLXnQS/1IbQ1iv06ovcHD3firDFUbGhylUylTGN+EWyjQaIRdfeC4TY8PsOzB9BBk8fIwO17jqykuYn5mj04nYtH0M0BA2iDoRhaKiN1Gl0jPDQkvjopN1YD8pTglilhQKdi7oEs+kaaaU1SQ3xLH1lhetutbK8cBzs9XXJbODqVRio6q0UyP+GKVNT+Aj/Yqs7HPtcwRFhPYiypvWI62IuBPTitrEoojiCG1Md8/yGPBwoN7hvAvPozw8RGfPviOuj8PBhnXjXH3F5Si/wJ6dexndcDqOl+wuqGMEg1Iurr+0fWdKrg9l5Td4z+C5rp2o2KYflqyzVzMpW5MSyThxIBK7IYsRQRLnInEE31M4Tk8K7RkrZbWIidA4KBQOShSjIxsYGZrEEaFNh4qUKeGiBcLKMF6hxMzCPp6Kp1jnDlE2PiJ2q9BFOmERRAzPfv5zGP/oEPumDx5GDayM40YRLjvnIjZvGyeKoN0KSemLYMeZVgdmZuft4JrdmUOwavbBCfJYkZV2LifN7BrwyeFJPFUAwRBSsJ6MaiBMRJr8QU62iNQowBFUoUg006TdNHRiUC7oVkR9d0TcUmweG2bHBecfcdYPF1dc+AwmxofQRlCOdAVnBrqee46ib2DqruiymT4+goc1QbrfbXe9k5H09tm0plDWQiIEWpH1JkUEb6SIN1ZibGiE0y89Pmqliy88n+0b16Ncz3o/u2rxKJm241Rk7aieIdLTnmymSJWMg6Gw08q0zFtcj9NO28iFV15y3FJy3gVnURwZYnxyEs/3ieOYJ/fu5tHdu2iFYVdqlBIva1pp8IolipUq5fUb8EZHrNlEilR8pUFirB2YAQdB6YzIKmsIaPrv69P9mmWuy2Kl+7MOh8m13TigqS44C6cI/hi1sVGCcsnmH7oE1GhNp9lk/859PP5vD6EXDiIYCpUq6zZuoliqsf2sc4+tYlbAMy65kKHhUdqtDq4HrucgiYSwUKkwPDmRFESP/sVhhyiMrBRX6z4injqQLGVDqU3vSP3JbBvoaVtiA7EWexhLZNqm5/CTfraBjoE5A7MGZtuauX0hrXpMa6FDa6FD2GwTt1roOEa7DrExdiFt+tM16GzUS7dBi0YVXErDw6yb2MTohnEK1TLz0we6EjkrPdWE7Q4uQs3xOeeKi49bnd3wjIup1Gr4nkMcGYJCodseTdiydpM4OMVynwlEdl4+Uuqx0tpOoBcVxckoYF1QRXCqUBgHf0jhBj5uodDlRcp18IZLfX0q9bTvN9OXJN2CKw6BE1BWRUZlCHDpILgIBYGC5+OJS1Sv0zR2VZiS5MFRMs3AxjO3ccG5lx1hqSyN40Y8r7z6mQRFHx3ZASSOTS/em9WsEEYhgV8g8NxugXb3xl5q6Xa0OFJCeUTPtU5IynFQK0hLDT11ex/pTIi2eNhdSzpRd7ApDTn4owWMCO0DGl8VufCSa1Yv/QM475yLKBRd61nvWH5iMsvlQc1sn3VBdqJ6GiC7aEi3/lP0JvVuHUqiUkxIehhDJKARVNFleKLIGeet/gArSrj07Asol0pWBO05mTaeJD6we9fbBqV7GYPMzMbTps5WRjrdp1Mo9Ney/QzKZa679GKyjiCrBVHCMy+9BJKYwjPzszz05GPMzM3asDvGoJRDqVJheHSMkZFRNm0/nU1nnMXkjtOpbdiIVyzhBEH/WJZhCOlWlSbukb0l4+P0xe1Z4vtgwEdYTEQHDQsHn617ty3SLWehXMQNKI2tZ+OZZ7Lj/HPZcd45jK9fz9j6SSpDVZTjoI1B6xg6dYxuIgJBMWD9+nVcc9Ulx6fORHHFRZcwU+8wPTubbKPs2UGgMs7E9h2Jo0y2Ixka9QU6rRZaa0QpCtWR7jXZ8ERZqWdXApY2R8dmKZ0nuhxfG7Q2dsc/befSNA7oUl7rbW2PVmhoLcTM7m4z8/gsM4/P0to/h56dI9YaXasglSIFxzokZdcVDVJHKOs93fsEjbYEFJ0II6zgQmtrBSqAm5DPKOwQt9qUPZ8LL74woUqrj3POOoPyUA1wiI1LpVYjHfzEUSjfx/E863DM0qTxSJUEKyGdO7PCp64Zntjh2y0Ifg1Ko1VK4+N4pUpCiqUbMUenPCmTRhvQ0SE1vBAEDxcXx5a6WDvRNDqBIDbYvAjSCu02p6LJNLtumrMolANuvvmGVSmP40I8C0GR5914K+IIYVvT6XQoeH7GucgOIMYYXEeo1aCYOLmlpo6rpmI/7rAe7uIo1BID31KNLUs8te2VGUZqup09UkJhvIA3WsA4CiUuVz/zGvxCYdVzUQgKPOe6m1GuFfUXA7E2MAkGSSfQ3VmqzzTilKizlZGts/REltNlR+Q0ZmGWBxix4UzEFTxXuPpZz8YLVrfOfM/nmksuxwl8xFWYNHEOiXulst7tfRmT/tkE6AaEO1ysJVFd1XcNMqZUqZRdCirE9XnmM59B4C8VRu3Y4HseF519NnOtFk/u2c3DTzxGJ+zg+T6lcolNG9dzxhmns2XrNtat38DE+CSFIMD3A6uGS+OaMbBgSAlnQvh0cpgMGV2RfPZ7jCwmpoPB4BPGlCW5S96re9enaeo73weNiEYpQ1AMKJZLbNi2lU07trDt7NM4/aKz2HTaJEE5oNOJsFuIhRQLLp7rc/P1V+MfhzoLfI9nXn05M7PzxDpGEApBMkE5jvU2lmzhQNxu0p49QGwMxVqFye1b8LJjdkaimZUsLnlIcpBcq0lIp04cl3qmPsseiaDHXqtt9IDu/f1HtloGBdrpYcmkxgECHKqUqFDCwUGMlbtpYxLJtaWodtFud+USIJ6vc+k1V+EFq19nxULAdVddilsMaDXmqA0P9eLhAuKESFBAuR44i60NV5twZs0UUmKXhmdK39XdwRhJ5hLpORc5ju1ece/+oYE0Subf3rKApOxNNyRU1oa4Uh1mdHQ9sYlZMO1D5NtOcLc+5wUUguIxl8txIZ5nbt7Kaaefbs1gQkMURwSea8fL5KgvNAk7IaWCZx1tU8LZrQlOfnVg2jNdD1y3r3GnUEsc2QpOO7r4gt0QPEYl/k2xBnGsjYfxwK0V2L79DDaetX3Vs3Lmpi3sOO3MrjYWenWVOgl0B6Uj5CqnIrISTVnhb7BlFMV07XW65glJxOGN205n0+lbVjV9Q8PDnDOxCfFcO8yYCKMWV4xNj51UWs152vU5onod3WxAq93jXunFh4vjSUD7hUfH8BBN2JinPTdrVYmph3QXaU1mogCI4tzN66iNjBx18pfDus0TnLFxM20dM1dfQIDRkRHOPOsMzjx9BxPjYwS+b+06kxBwXWl1dqugNH/G9KwIMtLNvoVQdqAZZBKDZZtePyjRjOjpblNdbph51uBn6p7dwUanTvYyMNlnLpsoveihyhGCos/EphFOu3AzhXXrEsKgwXHwfIcLztpMdXx1g1wDjI9s4vTTNuH5Pus3rkuIc9aiMj0sJTAmpnlwF52FWbTWBKUSnu/3jxcsroYsSew6MEI/MdVpU7DmB1byeRjEM7nP6NR0wQwQTtMdI7Qx/fdmCbIhITSJdBNwcSgSUKRAiQJuV/ZmHYxScxGbH01jdpra2Aie57HlrB1sqK1+P5sYG2J4ZJzaSJmFuQUKxVRyaEvfINDRqBW2z15NdOVtJIoooAYMY/dZH8OGRlIAoUZHMXEYEnc6dsfFWhGVmFGlJNWTlLymUQOynZCkjiJ0Yv+pk8ncNQZDTGgiFqIF4k5IuG+GsF4nNjpxgjOLSWhyYttpm1g/ufWYy+S4lPxZZ5zP6OQQ0GPX0FusY0j25G2zZeNYT1QEA7P8wOfJBushBTpGCgWWih+SlXJms5NODpbECVIwOKUScbPeVd82OjbUQqDsXapUYmxkhK1nnMtjD35nVbNy8dkXMjY23BM0p2TK2O/ZRm8yk1tfRk/WejpC9AluTf/5pa4bnL/jhIQ6Yk0RRsdG2HbueTz27e+vWhovOudcNqxfj1aGKO7gOm4/x9Ax87P7iaIO9casNQPRBt/xKLtFgpFhVKUC+HQ3cz6c+kt5T7rGWkoUfizIEs5jMrWxjKyx50laM7O0jUtoDOWxEfwgYGh8DOWpzISUEFBiJjdt5MpLL+bP/nzPMWVlEOdt3k7BL9CODeNjY6wbG6NcrfZCvJl+yRnQP3ikaiGTMI1Uw9LKXMtAv4T+OlosJjlqdMlk8o7swnTw/akwfnGk6ojFunfoVX5v0hBIBiPVG5RcF8dxGR2tcNl52/nLpx49tkwN4NwztzEyOowqucROgekD6SaD2Yk+HeXBxB06jTmM6dnq2m36DNmK0DoJcyQ92go9oqeykk77ZDt/6lTVrpFE4pmtx3Qtkl0/pM0qpSRIspgxdFlpmk6TkFmwicq2yB5B1pZYdmVqGQlb0iaLtTKze/bTaSxQqgRoY4h0hMHgFHy8KMavVthyzhk8vn91Hfkuu/AsqrUajuNgtFAbG8v8aldGYgT84LDCJh4L0nrIBn5Joej52oXJEbet/W2sYyhVbf0UXWKRbiNJY28OPk8ToVC4eGg0ETHaqCTHmqnOAcbcEToqxDFCu9PGtCN0J6ITdjgQzaIch6JUKCGLpZIiDI+Pcv55F/LYk989pnI5LsTzlquuxQ1cEIgjjRJlpWgpATUkonjbwruFNzj+nPTe0UnKDcmeWelA2fMLC7DZaNIvZEjJXd9grVRP0pFsxxYaKAVQDUCJIppVXHrzdfz9H39mVXNyxfmX4AV+b5BaUh2WpF3oCwWJpp+IrDYZOdHIjLqpXY4BZAXJkQE62paR53ucfdlFfOGP/u+qJWnLyATFgo1ILDFEOkJHIYFnLdfnZw6wb34vJnHeU8rBU25XYtETZ9PfKA9Rd33cSBLuk73/aJEtw1SbnMygssJmY4d+qEEbTdhs0Yo19fk6xhiaI0+y7uyzcQsV+nZ1QvCKBbZtmDj6vCyDLds3gCjOOX0btVqt65jeC98mSbC/xIsvgD4bjjSJWidcR2WZSdfWWFj8abL3H009DYrs6P+7yz/NMtclaUytPVIy2q+IHHholtwZ6B9kFBCD0oxtmoT2POPrNx1xtg6FM7fvoFBQ6FIB3YLRiSripT7affSumzZjeke3n3XzaPNpTGKTKfSV31IwGnRoCDtRQjxjtNGINtbiQPUTEcncB1YhB6DFIRyr2PYzn4SY6bSSvVFjZGGeMPRZSO7X1QI4DibVgClL/5NehcpQz5R4phRUUhtPHeNi9wyfbUwTew6lYhHPODRdYfvp2/jiP/y/o6ucZXD1ZRdQqJYB6LQjHMd0+5iODeFcG6/gJ/W4tlhiqugqCWzdJSp2UYjjIqKh4ls7YOmp2rO7y5turfSeKRg0dlOAA3MHKPplmrpBo7mA11E4jktzepbK8BCV4SrtRouONriFgHaphBJNAaebphR+4HDW6efw2WMsh1WndiLCjjNO64YBabRaVIoFHCXd1dfcQot901N2oEz7ZNbwfDUmsrVAOvirdMW7slc7A59d8mnspBFpMO0QPd9OVCNgxNAJDV4AfmBAOezYfsaqlo0gbNtxmo1Fl+kZ3dBXpqf1y+arO7n9gKHP1jPGehLHmXrOlGGc3HDaGees4vuF2264GeW6RCbmYH2anQd2EcZRdwrQicQlmxzb/wYnRZZXvZK5Mds/U5u/41X5WZsUA3FojyMP05jms0dV0jKIo4i4vZA81IaKtvaKMSiHu+58/qr6ISJw1VWXsW3DBiqlom1Erou4no2d5nk28L/jJAlNV4CpdCrTCbuqd7rjhF7uiK0EPv2efnbtMw/3yNiRpu9Lt2Rc6j1xnLUr7E9P/66fg4rhftla928BS6/SPZWtS46IUCwGFKslLrjk8lWsMIsLzjsfPBdxXRoLTYzWyRohTSNdchl3mjRmp2g2I2INmzaPUB0eB2eIXij2JNfalsMiT/aB96fVriPT3dUp7b868UDPer6npD67tux1dRuD1SgHUypjihVMoYQJCvY9zQZRo0lroU1roU3U0VZ7k2SzZxHtIjhJDM/ewKFIhakJ/TRWFhoSY8TgOS6xjgk8j8D3cZTi3HPPXtX6EoHzzj4dELxgGC/wkGi2V57aELfjXl9bA2Q1UVmP8fTv1C+vu3AUsaRTSZ8PhWQe1uMRdgHgIhTxEGJaNAhNG6M1C8155pqz7N2/k7nH9hHON1mYnqHVrFOcqDE8PEylUk3ai8Y1UEHho4j6orcm71Ow44wdx1wmx4XyF6oTiEAcG3RsMFrQcS88TxxrwjBcVJhLqoFOamaTiP50ll7K4BWLfll0lfRfbWLQ7aQT12MiMYQFz0p+jEGkSkaOsSrZqAxPJPHDkokp6kmczA8YwTyWvIpYU13l0A0OLAKF8iTdDrAKKPgBYdTm8endtOM2vgq6RCnudMBYCbmIlXaWixU7aSK0dQcv6uChrSNSVnCzVOYN1l7Pse0CbaWQyzoRL7WsP9RvS7xXXIjaELYTjVPtCKSfnRamOYXudNBAdbzK3HTdqhKjCIyhvbBAUFtHt0dGIfUnHycYrSWeyqvXx5RSbPCr1lHI8yAIUI5Lz205fdVK7D/TfsT08TUDSSzgxUXZN8ayWICafcNS54Fu3OGlru9brA78nd6W+t8MhpftNbzs34OSxPTmpX7TiYLJ4bxtQ4ioVdusQUQ4fccwUixglCJsdzDdMFZpWpI96eIZmnPT7H3sSeYXoFQpMFErEZSGktAfbbI57xOGkhkWUtK4xHXdheTgwjH52h1eBp6ZrafB9yxmp72LsmsfDH2lbiV1PcKZBCSzhCKOidsdTGxQyftirYl1jI5jwii06y5g+KzVllILxWIpSaFDpVLA9Uu9Rm8MynOS7WhPzKyWvjWVt6Vq9gjQroMUlY10UxIkcmxow+T32GSk25LKmVNhkJVzzjFFu95i6rH9NlC9JzhG4SiHklegetoGylJAYxhyykRRhHY0TuDiFQJ8EgexRI46WEqbtmzmWMfGVSeevutSLgdgrAS/084s4GXppA4OjEvwt5MTqRrMSRO8tFf7Ukf627L5TAsqNnQ6Ma2yR+wIxiiKgYfruUSdcFWy4bsuXlCzzjFZzdZS6RuswKxBUfp79vupUI8ZCFamkmiw7KCaCjeMLZ/4cPOUSCuUAuVU8XyXsH3sdeZWixTGahisip1EPRNGEfP1ecIopNNpMFEeoRgEOEGAuC7z9QUiHdEO28mOVJmKTutxCTJp0t+h6y3t6EM03YxmcdF1aRtZSd+SlLnJSNIOf5hLHAhmDxK32hiE8S1jjG9bB05APH2QvTt3Mz81g1+bpTA0ahPqBdZGLYpwh8aQUg1Tnz3k2w4Hw+uGWLd5ElUs2E0nsozMJIyhbyzPkKx08BxYoAJW9RpniGfmksHF7aJ1ffZ9R9JPzeK6MMv8LsnfXeKZmGf21g/p9Dv4pEHbnUGC2oMk+xWOrttEUJugNbs6NoO1yhgT4xtB2XA2caytZLqb7p6Wy5iYhanphBRKjxwuk+Ys54MBQkg/Wc9KL+21SxDE9HkD70jrYtGat69YTffT9L2o9xrJpAt6HtO9R9kA6EYMRVVgwcxhdGKXi2GuOc3s1D6qTsBYaYRO1GFq31NsHBtjtFJlamF+pao4bEyOVtm4YQIRBaZpt59NSKcxhqjRoLclytpNTivJ1vqgrTBLVLq4l27Y5ZSgqsxw4OOgEdq0CDGEcYgRw/yBWdqtFkorRCtGhsbYun0rBVXACHi43fBLbQlRZQ9xFK7jdRO2nDyiVrXOWseyU9iqE8/NE5Ns2zQ5MIBaSOabEgfP9XGVs2gP93TSWRxC/yREulHrMrN2ut8r2GwlO2b1tqBMNRUa+4yMSEfcDIdLSAx+kc3nbGXd1nU89dDOVcnCaRs2cPrGjd00ZicplU4YiSTPSUI6SDa7aRTbrKBhGRJzskOwK8oS9HYljCCObF1F2gr/okTNGEd2X+UouTm1YZNMnxQFW09fz4atkzzx/WPfwWhscoKJTetpdVpUCmUKQZF6o8nUwiyFYpE4jtBRB6dQ7IblgKyKHRxJVhmDxHMpGEtulOmpa0WvUL3GOqaJLBmtpKdvWmnsN3TVunHck7ocNhwPQ5YAgOMocBXKsxEoWvUGYbtOgSHAh9Ys7VYbRDO2fjPD45NMrRLxLBaLDA8PW0eibp5TpqCT8k+lMrIEKZTMDCC9vxNioBP+2n32wOKxz548fVXat5NXHjb6SMii00teI8lCxejMu0ny3mfnYQa+Dz55id+TfFeHqgTFMq3VqTJGhscZH98Aygejem1wEWu3X02iK+8RsqXylJxJ62O5rEF3PdIjqSnRNH1mT0Cv/2aLMuHz6ZQiQldLYQaaUzetUZjE7VE9wmmWKvXFf5luapJ+l8lSySthjKYYFKgGZeaNQTRsHB1nbGh41Yjn6LBtA7WRImHbELU71GcXcH3BRBHitPBqBfq30Fo7pOv97N/p56BAKhtBpTsvGxjOzM8OgkJoEjJnZpk+OMPCXJ24FYEC3/cplAJKhSK+46V7G/WlKVQRQbFI3OjgaMnwrqWjrI6OjlGrjDA7f/Coy2HViWelUqFSrnSlZwonmeQSm5YYTKzwKdhJ0/Ns7Ou+QfYUQXYS6J1YdMngr931lgYS2zUTWfsbnAKOODbGl0DoKqhHRFNNCFxQDpVqlVK5umrZKJdrVGtDKGPJhSTEokt2k0SLSVZh6d+wmH0sNVecgshmI7vaFwOuoWfbacBP2nb2JuVYQqqTyaBaGaZYHgKOnXjWiiWGy2XmpxeoVGu4rkdDWoPzYP/izyTWn1mpRhqrRYxN6Ap9L41IkeysZwn5MjBYgirKtqdUDdgdQFN7UXcF3pkIwlJ7wUGJ0KHHiTSOYDJJL8lcB+QPOmZ2oYEfBQxtGKdaDJg61GsOE77nUfGT+HdGYz02UqlZHyXsZ4ldVmj6v6eswZhk/SB9Eq4+CWfmXPdjibZyVF02Jbx9DxuopgxBFmW6pgHSd9NKxJMlfs8eGsRQDhS+t3qEwnXBL1gJFGmEj2zZA8ZoTKxpN1o0Gx00wuSmEarDIwSlIkjqtd9biRsDOqLntIPVokgy9qbnuiQltfFcrCdfRDwls7F6d8+IxNzHCKhEYOu4tm865SLKFOhMRbTmZ5Ib50AEqVQQ8exmZ5k3p2p1mzQBYqzEUxIapLNsGWPsVTrWkBGmKBHcUoDyVk/C5Pk+Jo7xizUcp4CjY/Y/vodycQY/CCiMByivOwOv2nuPBN29FiI7tkWZxYIkjEyc/jI39EwaClgLKdtGrM1vw9QxYmjM12k3W4gWUFCtlBkbG6XklgjwsIH+TVfaCVBQdkOK2ahNHEWIY2PODiytutixYwsbNmw+uYin7xfwPJtwowVHXFyJ+1QFFgOVvhQ7OyWwcoKX+nWlJp+93hGIXQcTaaJ6G1wfZ7iA7xfxvdULSC6ei+t5eLo3P68kYeqbNAbnAFj2vlMJXa6S+S6Hk7+EvDumJy1WESh8HGd1giUrx6HseLTE2k0r17FOBwJRHNvdXZLz4jjWrdVRFMolwiiiOd1ifmEeHyiUSnb3Ds/Lbv7by2eiym007OTlBeAXwF1hfhex1xgDrYZ9jJ9sooSxA65JCfxySEamKDS0ojghzGnI5ZVggBbGtDg42yGolQgkmXHFBRS4Pq7n0Wm3rZQq8RLXcdyVEDsS46ywE9mRwlcuvpup/1S1vijtWIYgme+DpLNLTi3r687x/U8ZIHeZx0PfdpYweOEhMEhSB0nsUtkaHCOW/JElPpc7t/iNvgfeSiuiI4SjFK5nC0ZEcBxBp6Jl8QCFCVu0Du7l4Ud2gY7wfZf1W8Zwg9GE5S2KH9VNdVeNnVlLLL6ov24tlp9rlpRcL3EutRJTohINluolRidi6cMoSrt8sqxXEitDMQYxqfmEphnXmW3M0JidRlWqPLnvCVrNJgvz8wyPVHBW0cnHc71EnZjQY+kdKTk+4cjUd9ehzGDZaBLQsxvCXHoBx4Seg1eqOZXEVKXZmLXhk1ra6uOTd4RhRKvVAgdUx+5kJCIorAmCKMH3fSoUmXftTSYpqTSpg/ADH98/tgXeqhPPdIsnYNmGOzvfzEgLszevdmrWCisnfMVfl1hWmHoLasHAhYnkRgTVVZ+uEpQkdlK9ES4zxdnP5eaDtB6XElosmvlOPXRt08gciRAk3d5OZfIoYglnGocvNQF2HevksxpwlCCOwg88ytUabq3KEJp9U/toNOdQCKViQHGoYtletQquS2Fhnvb0tA0m324TaY1freIUCnbWHozNaegGJm+3E+Lp2e1UV6rWjB1/NxasK71npsTTWYp7ZZ/hgRZNGEUJ8XQSG6jMhYuIkwbTxJgOC82Y4VLAyETVboQsiZSxWmV4ok0UasJGx3ov+R6zM1O02yGlahnluii1eo1XKUGlavbBleeSK1FZ8mvf30lBWw9pg05t2cjUwTLpWSpnZqUfF120/Oksqe0u2hLpmyLd6acbuZJ+G53BFxyK/fQSa7ctXs06UyinNwErkYzUMZM+o9Gx5mhevRxPlMO4KCukyH7vhuWV3vomlXh2pd6m71G9Gw471YfBSruMqqdlCaOQmflp2o02jfoCnqttNJVVguM4uK7Xy0uS+S4vWYp3rDEGu/7g98Ms3X4Y0HGESW3BkgfMHpxjfn4BMYLSdndFx3Hs4Tr4RZ+tGzfhK59KoUhb2rjGJaDQTUwfWTdYKX93YXF0OD6BrNLJWqBYcC27zvwW+AHDNZdyycNz08C7HEO8vhOFNFfLS0YGh1VFTy0rJqNoE1C+EFcq4CtSEzzXAxn2UZFCcPCrQqjhKJrmsogUYCIkSvzYwggig0rVsHG6353YydtJthpzVG+Ua9EzaM04lpyKdp7JhkNUwarDssJl0/fR8yZN/s6ajNRDax3hCuxrCbFerQHPrlSVUjiuh1IOhVIZppMXZ9IqA04IjfpCQuI0uhv/xvQaana3sHQVnqjXbaQK21c5BPm07zNESeglLdhtPUnIqAbvcOYurYnj2K7DdW/ylBVHZw1J2Jn6XJORiUoy3wxUHjbChuXZcRI829gdyFZxMgRLWsRJVilien0j/d6b/eljFVkscS4rOTMD55a657A45UpS0CXKfBEVW0FYaQnIUgbFgyvbQ5V/tpHav9MtBlcLqZ3iimT4KIfhlAxm2Ub3XPLcLncyZGy10/OSECp6TSYhl9mSyb5jsJll5+TFm4HIovuWWv+Y7rdDodsA6LompcR09aYyRCmGJ4ZxXYWogOLIJpySNXURx8EJsuHX1xZZtuBi5xbjWc2PMtZj3RWIE5+BENuXYmxosuxcmpa9SQboIb9KZAoE6wvEoU6EJZL4oIAYBUbhiosrDko5iFI4rsKXAo4oql6Njg7R2hAS2oVXsgtVCgN02jFRdDISzwQiUCi4XQlQ2sAqpRJBAKWSlZ4Ai82dVrExHl8IK3lBpT6bqRCpy8UykrRUe6N8RVwpo/zexOr44Ix4KO1hIvAqdrOk1USIITKRfWfXEDdlU4Z0Iu/mNzX+VJmtLbLG7YMh+U7sAvOI0a3R7BL0KOBnmkXBMUTx6jTqdDr0gkLirJJMQgiuKMyinRjospNsDEDR6Y4lpr/eEvKZ2peZuGfrGyc2lyt5tWcRx9oOnkrQSuz3aOmYhUtkFG1MQg41xDbnfQvUQZ7STfRgAO+lBhZh5uAsE1s22m0DtemGUTLa9BOoY4Vkh+/srL8cg16CgC3Xlxbz6cWPWfrPTPqW+G25iwfPr5DE7hACXYVKfxaWq5uVMFhm0v13NTVBduehEExoGy3a2s4Zu1lhVG/QmJ7mwJ4pSoHD8LoJgkoJ5Q3TNdZbKW9puaS5yBSFmB73S9XiPeKpujt4LLo3XRgakxgPgnFV4pnf2w45DSaU2vIbHMRJtGxOAEZ39w0fROKN0N2qMc2ZwmCIMBJbqbYDWmIQjeMpvKEiSimiqGP7sNIYE7Fa4a8AjNHUhks4rgLlUxzdQHHRivrEoVtuAtqxVZbyyTjz2aInuNTGEs90n4v+XGiQmFpQwaAZLuikRixh7DUpG4HBx8fFRVBJLcYIXvfBxQFzsDQudHb0cl0PZyVbq8PA6hPPjOfscvBcCJeKoPE0RzroLpIsDMBdZkGWStY0qTHm6iAymsiE1uKdTFzBpYQS2dExDfOS2Jp1W3lmEDy+S5uTEUvXS6ztXuGrAq1RjkNtYl0Sq0kRdjqgYzZNTOIXinYfYs+l6xYOkOydHHfbTyY9KelM+2Va/44d8AoV2/7cgD4HgaWQDe8SRZH9VA5RslCJl3j9oizGVgMetY2VzHblJPRidy+5sBEwNvhydXwM1xXwMnH8koy2223aUUiEAtdjau9BmvUWw5NjRO2OlfKuVn1BImGOlu5X3aRn2d/RT5JLUNbDv2kQywkms6cGye0yAttjx1IkvfcmHcdovXokRmvdbXs2xALJd2tlp8MOnXqd+fkGQ7WAykiVYrUKUsyMk2l6I7Jpl8T5LvX2HyQUInQ1YoKVmKc24sZ1ILY7lIlOXpXEptctiFvJq5ptMIZ4pACug+tCsWSvSwNBxZ1kUSkKUYm3XxJf1lF228RUq2qctG5jFCYTraVH/NP+JWniMSAG5QhuwcMxQhRFXe96rXsbXawG4jgmjiKc7k4XJ/cEZAa+H22/scOKHbBV8p99ZlrT1jXJPj91U0rvPIL3CChHI0sJN44Aq14rnU6LsN3GN2U7YflJnzWZld1SA5PJXPM0IqKDWRlsaEvekxLM1PszaTeuC1pBu9Og02muWhqbcUhdNxiNg2SsTLYXiWK7cs9OlpJIP01GKmoyks/B42mF5WoznRD1wNFT67TDmFa0OpNiOwqp02E4Iw6x22BC4PsUCsVk/29tG1HUsQ0HQ2w0UTZYq0pcXtMkZzqmCFCwQ9RYOZPrQ9Sr0RA1Ew/4yEoOpQx+zf7u1ewzVjJ5bS0YmvPQamvrLIVJBj0WR9/pPicVExVQSrPuzNPo1Yvqu1EnJNwkMWbidCWcqC/bsUdnleoL7ITYicMkjfQPgn0LvfSLOew5odvVBmauFQSTSz5j1ZCsQweFmYeeWFcmlkss3fuu6YRCvIrEM4ysc0Zv0WPI+JEjiURQsgNk92dFbyPExehJMZMrkvim2Rylh7UX79kpSuKmLkq6UrDUDy61O7ff0+uFdCOLdP2lFklT6dlaps/PqPKzaZVEliZ9KU1rxvRu6CuP3t+BF6AlplAMKPkuJjw2tW0WURgSRiF+t9/DMivUkwJCfyqjzNFdXwugkiFap2ZL9g6T7H3Ui8rpJO2xJ4fuP9K3sqj+UmRLrl/Rbn90pIGSxjHle9WJZ7NRp15foDwxihLrs6Al2fIOm0XXtWp2z7NCttRcwJGEZKW1kbVrOPnazGEhq3WGDCdLiHZskt8VGB8QiDy6oWRcSQYJBSqRNDXqczQac6uWxgNTU+ydOciWdaM2tSn7Nxp0O/EoSVp7um+etqsrO6L5SVT1lIgme02fqpW2IrIEM8t60vNx5u8e9h2Y5sDB1QnO02g1abQaULEDvNYxJo57tl+Dyc0EA8yGVDImVbObXvKzt6dVmI5j6dxxqGo1EEWgtSGOYjQGY1RXynHIVmFSlb617+xKPLWxtuCD+evarqSfWXHoAPsZQNd7U4EXBCjHQ/yYqWaLequ96PqjRUdHNOLM89JZHzLsI7siH5i4+8SY0ru221dlyd2FshiURPYtIGSZW1dipCnPT+9NxjSEfnPaTBV0292Kxt+Dk+HgAm+p36ARuoSHvbvDoRF2QtrNpO0phzgKbbgGJegootVs0upEdmvDLqtLx8Hs3/15WkT4Mpem5SbGjvupGbBSYBJ2qZTY76K6oZLSQ6tkDjVYW2XTE5smypG+1Njn2mfKAMtUydyj03d070v/69VAzws6E569a/7jUPKKbB7bhIdiJKgy1ZrisZ1P4HQ6dhfD1aqzsEMYh1hTh9TI7eSbi9JUpbNH6rkekth0kiGdJuEHiRyhnU7FAiT7R/XU4T0b2vSwYgk7N9lrUivTQW9S+61Nj3gGLC69vfv2s3//gWPK/6q7fjy2dy+PPLmnzyQwRTborZtwkzQuYLpNY3fuTo9TWGqWrmA69KbC2CTZ6g91Zn93wLi9e2HxEBvF8ORD+9j7xP5VS2dndoHmzFy67KU3mrF0f83aznWD0iWq+nST5rTnnGpYVlK7aOmwwkMyE1CC9txBOvOzq5LEZqNOfWGh25HiZoPOwhwlL7XRcugTVaTebOlH90gWF2kDTBvpoOD2COvRkMSoiyCKI0s+U/H9oYouJShaJ8TTks9Y627w+tTu1Ayu6pYlnZnDAFGTZrMDItSGa3SaLTrz+ymNjeEWK9TGR6nPz9Os148s4ytg7746u3bP0BGoO04vyYPeH33ipUw7WpKpdB/S/XfF6dUMUPDFzfTIkK4zM3W6pDZrgCdnLBOXScDguUEC1/s0Rgg7LnEstKefJJrfc5SZWYxmq8HCQj1xrEzLzL43ai6wZ9du9k0tUBupsu6M0wnKNUCBmQaa2JE/PbJp7w2zaqmqTQhiOgyrzN/W701Zxw8l3d/6fu8e6XWZ35N3pKRSup+SeaZClOruFd69jpSuGFSmTykkkacZ3KR2Ix1aGYYxFClQc2rUClWqxQpKFHEUUx2rUl+Yp9lqrVqdHZye5+D+qaSoT17imcXgkLjU35nhm2ndzw96udMYQjRtTJfKpjaf1vTA9A3q/ZO0wbbaJr2d+5bqy7v3HWTv/mMToqy+qj2KqNcbvdUv9I/9K9S/Gbz2aYAl5S6m99nnjTqQ53RuSQVSqSF4s94iXE31xEKDzkwiQXWSVbJgRdNLuqiS6Q3phJ4QHJWSGfpJwcnb73s4ZJsbrE0Z+IT+yTST6fo0NFdnd47GTJ3ZA9NwGlbqkTQUJXZrP3E8WwcCFMugNbrdpj4/b20uMRixoUd6xlZJ/oTFHt2plibbf7NlNXC5Men6w1iPdGPQ2j90W8gUrU682bXu2e3pZMXfNR1Ln+MOPiB9SZaEauxm8wrqe5ibreM4iokN62jX65g46slqlGLm4B7ChZllEnrkaE5Pc3DfAZ4sBEyVK1zWaNiNNXriIWLpheDuSjKXLKwMu0vJCr1LD6erLXnNkfbRTFGv0BzsuTRtfYR68I40v4MkMx2GxNoOZq81MLVvlCBQHNi/n9nZ1VncAczM72PPvp1caLaRqp574so0PYLrOXgl6zhj05XuvO0m36E/NEYvFuOi3GZeoZI2bsd9SYZZk0gSFSIKJ3mIn/gFRC7WcceAjkI7JrcccBONmU8fiYlbiSVOCMpY1msKFUQUylFW4plc7GEPRb+Nn8rkQIxYibaYnnS0W429em60GuBpnti3l71zq1dn+6bm2bX7AKdfnBKrwyAea4iVxBfLLZe7SB09DeCBlXE6SHd8691l0AgOJpHgGeKEgnvYtmhI1fKGnkNTO/nFZXlyqOM2+hgdwo6L5W3UmrGOFGmLMxl7RegFuTXLfJL5++RpM0eFPsKZHllSvsQNhmSCzUgUukVpADPF4sI6NoTtdmZQTZbBjpPYeibiKyUZY6KUYEovMyn/Sr2kM/P9KVOPK6ZzkNhk/RHTQNHpdELmd4NeRXVSp9nmibkDIIKOO0TtNp7rEkZhPwtJJmtEMFpTX6hjEmP+UrnMSLmGVCugPGhGVqemVD8/TPlbO3lkWgQufY67hkTwrSEMDY2Wjb2pbCwPO6mlY1XaHtLSiw2tlu0UOorAwNx8k/l6G9d1qZVrIAbXV9bvIW1nIQPSWDPwgkHpp3QTmQ29E7YaKM/H8QLiMAIxfPPh3ZjOsdkx9aXMwD/PaiYLHguuz5QXMRGlIcqspcqjfolQFNvDNgVtlpiwM393PZx7VX4kDt3HTDwH+4ks/podt/qsCpZRQS+VGGNAxw6N2RIoTWVoobtWAkOrWaDT8glbZQ7u3Leqo6LWMY8/PoPRGlUIKJULhCJATBxHXXvS7oJFEn1oVlLdXbH1y4+y0slFQm+Tscoz9HVpwDqOSI94ioCXPj4JaWc0SBxhYmMFrskua2l/SftxHFryaUIbVBwvwLiWnap0z/B0SujmqF/VnhJPk5RFI64nhDN7PrWyjmkTEqoQTUxj54FVtcsFQ7s1DyYESVh2XypODLKpSN2e0uErnT1S7Wiqbtf0hE5d3qCzzxNMErTfnkv/05naMeju34KmgKbQfX69e3fvPQVI/dwXlZoxhpk9j61AYA4Pq65qN8bwvccfIgqTwjB0G+9SdD+7e4NAv3pvEeU/9dC3ejGZxpPytqQFdL8nJH2R9CIpBx1rnnj8sVUtF2MM//cv/swuCFzHekOn9kGpridNhMIGHnNSi5RkdZ+EzejqP7OS/FNB5X5Y5ZmlZNmuudSKKdNdjeF//+Efr573poGvfPmrGKMRpYiaTRqdJqWghFcqWw+c9PUDg7rvZNhi+pFtmBlTl1QLnx0pTWilI2QF7sm7GrOwcBDmp2IOTM8yPbdApVClWhzC94OemGcgL62G5smH2zz+cJOHH5nioUcOcmBqnlanhdYaz/UoBj6u03OmSOb/vu3mB3obS9ZN1ASs1MgrlVHEzM3WGd1yGsXqMEZHRM063/zaV46kRg4Dhge//SBznmBEs9MvECaswyBMOz4HHI9Z5fA9v0jLGTDeW3TQZZv2lCEwLVwiRMzKtx7WYbrB3pf8XfV/T1W3WdWxUr1nuYQEptlV6y5mrYNkLZkoY5fmbJWo49FpBHRagZX+IejYoT5Xxmih2fD50lf+bZXrDL7+4L8mDd5QKds2aGjSas0Thm06WjPXbHNw/zRhJyaMYiuR6ubDIUvZ0uwqBZ6A21WfWx8HJVbp5CjbjZWT/O70zjtOGgRc9a5N3uQkz3Ycq2p3lCWn6ZFVxTtO7z2OI13VvJNsdtFV5af3dXOiuofK0ND0G5LErPUEo3Q37FJKUBWC77sEBY+vff0bq1pfxsA3vvFtjLb9vCd9PvFIh9HU+CLdOrO7hSYrjF4mM/tIdlltB2wbqyRKJJupnSdYA4gATRXNKBEF9iI8irATYQaYB+pJmgS7BbRjehsg9eUhCvnaV750zPTjuEg8v/ClL/L6V78T1/d7dlgZ9E3XS83Z6fUx/Ra4pyDSRtW18Yx6xDM9mZZDV5qUIZ2CHUzSoN10Ir7xN3+/6ul86uBeoji0cQz/f/bOO8COqm7/n3Om3bp9N53QiyCCiL72XlEUC1ixV2xg92fD/iqKKKhYsaAiAr4qAiJNUem9JYSE1O3t9qnn98eZuXd2swECyWaD94HJ3jIz98ypz/lWIUCZ4AU0pWZxGbe2E0jIJqmNhZppRgJbq2oXEtSs13OWcfZUMNcUkVaetYZWEAVsHhzZoUW++57VNPwaGbur6Y1qGAZmNqvzWXoKbBOEIgp8fN9vqkda4c7Su7/UYxHvOZI2FK2+mYRwJZrpTA4te+0wVIRR2FS5i+T6GVtnmjOtap4fxjE7db9SKtIhbaII05RIIZoOhzPmlfTsPOeUKPUjhh6V6Qql0SkKeYv+vffBCOtEkUIaWkxUmRhDmi733b3jScza9fdTDgK6TEHJMBiyHZb7PpOmyXo705QQNYTgXivDvoFLLr1ZEbNeJIExjQAhamQaAQqJKzP4RoYHEoE+0DAUKIzAw/HquHaO0LRQc13xEMayQGFFDeywiowilMjhG058aTIRzr6Rfh8GBo1ynigymmS2VsojpMJyPKrlLL6rdcz1msdda7Y8eIG2ExsHN+I3PKych8xlqI+P6vEjYicfBdPVBtP3rWfT+i0IoKPTIZt1EMKku6+gSaaj7SaTp0v28olWC1LCF7SkU9JSPIkQomTAxWxQZ1bS1yUzTyTj8xT6QhRIETsQxR9BM9pTQmhV/EMqYafE+9eYbc6k0SL1n5ZyhvEqJxBIUwf1sbMWtmMjkSm/Re1smM9nqbol1m4a3OFtds0NdxMFDQzjYRqp7yQkS/6DWKHPFFTRWmJFpDcqYQR1BbZIzm3NewpBhCTCxscixMaILW8bwBaayqtmeyYiFKCZ5tkVrc/TozOolbjuprsfcV3sFOJ5x/rVjI+Psyy/pPlZk5vE80zCWYSkKelrki/0a7Fw+szDRopftjqRmnkk56UX/2TSSSagSIAVQX2izJo1a3Z4OW9bfy/jk2MsLha1B1SyDVfEPTRZ7WctFOkA3c2HiWZKrgVNwrDgyGdS50k51VxfJq/VHJ8LZg7fWbsHYHh0hGtuu2dHlprb7rybibExBgyHer2CYZp6YUtEUQodENZt0JicZmhwC0Hkk3Ey9Be7MG0nZcObEM/WKpj0UxnPUEnTN1Obp9s2dU0YJbad2hgzDLVaW7VigLRqMNl4hegYjEqHTlKxmDVNPKNINOcQMau7zexOs9vMQbdNA3d8A9NDE0yVfZYtLSINQwvqhUD5PtXSOL5bwy1Ncuftt++Yhkph/ap1TI6P0bu0AykMRk0HC8FGy0EJ0fQzVYAnBPeaDvuHHhlmRkokVo95EmpC4dg1hNK2OVIpMlENkwDPzKGaYUJmYqtPhF7AjNDH8hoYYYAAsl6FMLTwLYfQtGZeqbZ1M/2lUBF2WMOMPF1iqctiez5MG6giYMmYH7c6k1ICFRk0KjnCQOq1QMTh5CJJdapAplCjUc00r5mYGGPjxtXb2SIPjltuX8vw8DgruvswclmWrRwA4ZDYWGrhrW6PIAiQCMpTdWrTDVCC0vAklmmw4uAOLKelYEwE2hJmRBtoyn3jz6SKyZ4FKhmuWuypM/HI1gwEWkgxm3jqsKNKE8/kd+IflEGkM9QZEpXJIGwTkdE3NJzW9C/RGd10D4jiz9OxIHV/kULLQaNQYRomtqWvECgiQiwMAjyUUkyMjLD+zvt2YGtpXH/LKkYHB1m8sg+Ew0wv5W0vPrNn9R2F9BKTrA5pAjqbjApae0qV0jwl5neBAi8CW0KEAXHwKB+bCBm3hJZMBwhctFSzRotOJaQzmXNk6jOXxJZ36+cYHR3l1jsWKPFcf9861tx/NyuWLQYhmjmrZ5Ct+H3adnFGUOnZqvaFRlgeItL8qxm5JlEPpklnIoePIcxYrRFPQFkgG8KGwTWM7ATiOXz/ZtZuWcei5SsgCnVVS6kL3NStRa1RAS2SkzxFwgya4XmUZswJ8Zy9fVoomC0926aEPd0J0+L4VB1A873mTwHr7l/P1Ob7d2iRy5MlNg5voKujCxR0dfXi9A7QFIHMVsmmStZb6MTo6EQ4GXATA7BMawVTrf45Y8OYjN/4vUrCFMbVEkVoz/OYSKJ04HwpJFEkW3WcjPnEKiNScSDpxPYylqoqncJSB4UWBIEi8BWOHZPY+Hdbj5d4cib0DWZMnzG5lkIgpYEKPEaHRgkDn6AyhufrBXHDSIlaeeqRN9IsNIY2sHHtevZZuicWEEnBBsshEqKpkDWTKhUCXwjWCpulUUiXipr7CR/JmJCEQmBHiqwUOiWeVPGGPcJSPkZQwjdzhIbN7IE3m6wLFWEEHqbv6uGdks6ZKsTwygQqQ2Bl4rA+YkZ3n7FoK4URelhBHZmk4Il3MEJKHV/SE6hJg7CYwXR8kjiTSilCz6ZRcwh9Q29yxEwVvooktek8qLivhLBl071sHH5kIV7mwujkEKtXbWT5AXshhKXHFxbFnsWszNqMj9SYni7jeYEuKyIOTQRESSzMRL7U6ouJxHO2+fu2/iaSTyJQThakQjixJZ9oLR3CBCe+qddp6THqgvIUoq4ISlFqACsIFIYAMiaqJ4O0wCq03FWSPpc2GmhZdbb+lSlbViEEfiPEkAYONooAE6MZ+AcUtpRsumctmx6hd/RcGJsoMTy0hcUr90dvPJMFaNuqUzXH+51BPpNtYFITaY1oxKxyqLkPI2zNwz4ZINOUfGoDuJAqggoSH0Ew6zcTwmnSWr0kOkW0oLWyiVlFiYCRqUnGp0uPuD52CvF03QZXXHYJzz7yGUjbQMbkw03ZLqZruDmpQMs2W1sit46FKC17CNhqR5PYc4JeNFW8u0lvymSL32UVOEpPOosyit9ecRHuDgw/kcALfK67+xaOPPQILQ0jakk8m42TqnwZP0BTV5MimyrQq4E0Zm7xIE5SG79eKG2ZjPykzwEzR3vacj+9T539ALOWC6UI3Qr/uuEWXH/H2hnVGy6XXXYVB+11AFGcj9YwDS3ljJS2042zBhEvflLIOI5iXEoh9LlEsY5FNGchFRc3jOvGsEAkWjipfXT8uq6najUiihQTU3U8X09zeacDQwo6CwZCChxLtBwbEvOL+L1lGnR2ZpFSUMh2ATA9XaNWaxAEAdNT09SrDq4rsUzBQK8OG7X1MpLeqSZIplL9vJZl0NVbIN+3BKVqTIyXyGVNpNT1YlmCa/7zr50yxgLX466r/8MznvpUEA4ScIRodj8x6zAAT0jWS0FARK+KqArBFgx8oEcITFrewy2WktADhR3WiJRPYGVnSD9Fs75ABh6mXwcVq4Nni34UCBRm6GFGPoGdJTRtmqwn6e7oNKyWX0cmKXgTW/G4RMg4CkOs3o0aNr5nYeRcpBUQeCZ+LaNJG621oRl/sjnEdAifEPD8iBtu/je+77Gj4bkeV//nFp79kv9B2HltxqICDLNAvpgnV+hmaRhRrTRwGz4qgvLkFAKFV/dif8y0TKkl6RTNT1pVPZtwxqm2NeEw4ovN+FujdU1yn8TOFiUILVCGiqM56YgXeigkc4DAiLMRISXKEHo6b+3ptpqq9d+ZsjB9bmthL1LA6jQIOyKyZPDRESP0VSGIED9yueFfN+F7O97+slZ3+evF/+LQJz4ZITy0rHZmabeF9PPuCLqRlqMl7+eScjZfq5QBitKyHjMEKwQZtARY5QYUrKSkOlDSFIIqUMOMf1d/lzbHN1JHEqUgRLttZNAtWw30CbOVJb5SnPfXv1GvP/K5caflk/rnndfj1mtkrCIIhRnvTj2lPTiTSk45/rYcGWLilUhURBKZYrbsdzeAUqmAsGmHDcUM7/60KZehwI4gF0AmNjBflAEnanDlv/+zU8oZBSF/u+wy3vaiVyIsg2y+E0ParcXDN7QKPgnTk5Q37R2WfEcIMtIFN5WeyRKkt1PzvZGYPYumpHjJdzPN4ubaKc1elbdBPhUEtUncRoXLLroYFe74Cfbu1auoTE+RyxXJ9vakVh2hNwMNl+rkGBPTEygUpmXhhT5hFGK4LiqTjcln3DETd+FZ/TGpp3RmFe1trF+XpwOCAErVKl7gYRoWPYVeDEOQzRo63Z+JltbobbpGzHGklOTzmSbRaC56ijieZ0hohIShau5xkjK0kIyydHtpOU3glvHrFSYnquSyNh2LlyOcHIE7gZQSyzYQhEihKHTkufe+jTukfbaCilh73XXUG2WKWV33EnAQW0k7EhmN5geCYSWpCokPKCGaNEZKgbJMDC+ceTGAkHGdRthhndB0iKQOCyCUQkQhMnARUYjQhn4zuXva6FCIuP0jzLCBoXxCK4NKJOzx/czQBRkhkgDqyYBKHIpknIM1sU2UghCBV8sgzQgVaWIqZGtTniaeMxxRASEU1UqdG2+9nmhHOe+loFD885pbqJUr5Hu7EDJRQiabGYVpmnR2dQASpQwGlgygFDSqHpHfoF4qIWVaM9LawqYlnnMST1KW43ETJReJlA+hTJ2fyGg0qRQpMbrSm49k3tM7itipVKDijeVs4plepmeWrlVLIn4iQUiWDEIqGqQ3AiGCkAgdVaNSmebGf922U9oM4O671xG6FcxMAYSPJp9zm520nqJFApM6f7hLVPqpoodwJJsHgTapixIHzzgsdhLDuElkY4LaAMZpOQfpLeJMYpvcO006bVp9UKpWOKUMre4y+7ldt8EN/7jiYdTG1thpxPPu229jy4a17PWYxyFiN20DgRWJ5gNHMclUMQmbEfczkXxGtMjKbkY8Z+9qkswDyaIKLd4mFVjJAZiRJqBZE3pyULQUm9bdz+pbb9pp5b3phpsZ3ryJnkW9NNwq+XwP2WyHloKYCoxYyuEl0b5o/Z1huEos+VQQxRlVUrOYUDzykb29mD2/pclLWoiZNFYz9ohMfZh+ZsVM1e7MhQVCwnqFifFRbr/huh3/PMCV115PbWqKbL6ICiNE3m7p3GIbXcu0aHgNIKKv2Es+k8MqdqDCeA9uxOYUSWVEiiSOp2r+02pakr1FlG5ynQkpscdUQktAhaAZoUGmzBnS3SQZF83Qr3F16+4T0cqylByiWS7F1rvymctlBJSoT48yuXETri/p7uwjSQUopaCry6KoRQdYmQxTpQmuvOpfO6yNZmPtdTczOTFM/7I+QCAxmtNa8hiJdMSmRacR2larpe6Me5wQCNNAhkpPGLPMGRAtdawReUgilGEiVIBQofY+Nq24OyeNHV+bDp+WbB7DAKEiTVzdKsq0UJaNCOLPExFasgkVaYmnaDGbOGdjU8CqBERGYgaKiOKRp1pSz3g6QSS2igoaDRgdHeeuVTtvXrxz1T2MDo+T7+kHmUjPQiDHzM6XqNW1M1SuWAQKFHo6Sc8PBtp0qsEDE8+EMDQX6VjEr8zWHLqVxJNWvZlGiqhCHA0gNa7jdRdBkn6+aQeanulE/KQtstDsIGjSKWa8T6hqhkyz/FE8MQkiInwGhwe57a4db9+Z4PJ/3sb4cJ2BlSCaoyhNIrZedJKhkygf02PtoWAuCp3Ql/TSktjLpsO3R8xMLkPMFdImTlJoQZRjQs6GYbQ9ZhVtYZusSOn+lDypnOMg/j2pQCiFG4Bjg22KZlrO5jZeKTauupsbbrptO2pk29hpVG50coLL//E38Oo03VsjnfFAoJARGAGYDTD8WKoZMcOYNmkAlbTeztkc7TTUVJy1KGqJyJtEM9KHFUDOg4IH+aiVosoS0J+HZUXosPUieuVlf2N4dHynlXdkYpy/XXM1prQQQlCeHqVRnpqp70p27rFnZyvUEjRHSDM0j5q5rZsVOuoRxqDdfqTIT/N9XI4oPTs0oWZ/QGs/mISSmlsqGnoNapU6f7n8aoYfYXqxbWHL6CiXXX01oSERhZwuhgFIReTVCOpVojjkkohDpdi2g7BsjFxOT1VC6BXKNGLvDaHrJH6c5tOnuPeMgAYqZaMZ6bSWkWrZbCbdQKX6QRS1NmEJ141m3HM22dRHEPgEQdC8TgDSaglqWxuBNOJ4mHGqGGlYIPUSqgKXzqKJadlYxUX4geCKK65gy9DOaS+AymSJO6+7gVA1SEKeWLQUOulFwkDPBw4tCUX6aNrdCaE3hzKJmyOZES8njqUjpIEkQoa+noebcXdS8Xa24xBSIlWI9D2kihCmmfo+KY+ceV0s7Wxm25WtU5Jsdmas7pWp75LQTFLqDL5GbMXjuXDrrddSqkzstDYbHp3g8itvgtClFWWRuNUctJwoaaGZavWZsqzWJ7PbcltH0sYmmnRkjPj5Hb1fMOc4z4pfW4a2uLEcfTg5yHZDrhvy3ZDrEWR7BJluQaYgyGYgY7f6YjIdJved+QSzZbMJ9LNa2Dg46CxHyZkRihBXNfjnFTczMTL10BthO7FlaIy/X/pvUDk0bU7o9LZJRCLnSpaq2YRxW1fO9V1TfkFLrZ2JDyf1N+2u19yEx3OhJbQDUZ8Di/OwVwfs2QHL8tBptX4jSVMwWxw023wnaUcDTTSVGxHVI/AVsqGIGnq+TvaGM54l8PnH3y+hVCpts/62BzuNeCqluOgff8ebHofI17sipZBRgFSpFV6hPUt9EG58eDS9ZtML1u5GPBUx6Yx7gRFAxoe8p49iQ5NOK2xNTUJAhwN7dcOigp48AEK3wqV/v4IdFgtyrvIqxTkX/4XA9ejo6MMyLUChpEJZBiqKY4QlarNkG2bKOCCdoBlUTt9wBtkkSpkbJKqE+WrT9OYlRXISIhSlZxdB/CJMf0BrEYlT6ClBFEFQrxEFddKkxy1PgxSc/bvzdlqbKaW44NJLqZamdTiUQJG4PgrLJGhUmShNkLEsnEyGMDGg3ipPHy3yiWhKNVXMHYRJUyNRr0OjBoGvKJUblEoNGm4D12tgGiYZJ0PWdrBt0bQnbe7aU2M6bFWVVrnGvMSy4wXVEHR25MgXHbzIp+Y2mJycYrpUxvd1P5ppFpGe/lvTrVKC0PMxTJNFK5dg9SwHKx+r3yRmphOzcw9kpoBhePz23L/s1DHm1xtc8uOzqTSmsVBNO9WEMCQKwfQxW0WWkNFkQZNSIgxTSxtnHwn5kwmzm+M886EQTZk6Zl4ntrpPigQ3/ybXQmK4KOIsOwn5TOJFzgiuHhPOZAg2g21EOjTd9HSd8/78UzzP3WltppTivP+7nEbFY2Ze53R/S5b12cQTttaGbN2u6cOc6xA6fI4DWDkwi2DkWt8n60fSRzIC8gYUDCgUoNAJ+SJkcvGR14eTiw9HB6FPbEpnHzNJZ7NmUnWQ/kxgpBS2+l89+CNCJut1Ljn/yp2+lv3qt3+mVpqi5Y+/bXs9sY3XD7eEaUl0UofJ/RJSOEPRpnQpcwIGTFhiw7IsrMhBt6MPx2wqoxBAgdbGYDZBnqtnNmsgUniTHu64h3QVwtN7celojVNaRZ+gXpnmrF//liA9cT8C7DRVO8AVN13LHXfexhFPfrpWnwjt+GBEHjKMCDH1KhPbnTSdHuJY5CJZrBStvmNs+/cWGoTSEk0CTbSkF/9llrRPaYLZm4cOG4oO2hs0+RLB6jtu5aK/X7XTy3zDLbdx+6q7eMayFRQL3TSSdIKGRVSdZqQyjuPkyNs5LMNsDeNm4xGvGL5WS7logmlAaDQFTy21bURLpC+YOWIeCLNnhG2dn5yXdiBKfZ6QIkn8fXNrH8y6oIUoDPAaLqWxEtWJabqyEcUVeyHNbHzPkMBrsHrNKm6+/oYHeZBHhn/cfDN333EH+f5+elesRPpBc6G3TJNIRRiGQWdvH3Y2B7ZDEuS5tSUWumPGqYiSCXNr2aEmfPUGRFHE5s2TcR51HWC7t7sf23awLEFXt0kUKaw401AUQH2W74dtx/0ByGb0pJrNaEJvGkWiSDE4GqdnUyEi5a3ejK/evFti3xnriADP85kemaQxOU22WKTY14swYu99JNLuRGRzCGkQemVuvvkmrvjHjg4cvzXuuPJa7rj+ehY/4yVkhVbzJ0/moLtgojJLI01nkvbRxNOIVxal9XVpu8okLksT8ZLS1I6K1sfpU1Tyg/H3RvyFiEWN6ZAkicg5/X6GG3pyrpi5EouZRSFVFGGAkZoCw6h1i8AH3wffU9x08w3cfOvOnxev+Od/uOH61TzteU9AiGQySRusp6WAacxewjXSEu0kUPe2DiP1N7GBTodHTn4FWhItxLalcMwq0WyykpQ4SJVz5iyYltEx6/VMiqqz6EQkiRl9FXDdDau4aR7G2RX/up6//Ol6jjluAMvONePkbgvJ+DLR9bv1c8+NB7rr7DaYLUOz48OJCf+2i5i0kO5zAoMC2r4zma/TcpO5DhOQXog/6YIXke3P4tgSEWn7bcMQmHFosHRvVsC//nE1t96540IC7jSJJ8BkucQv//BbAs/VbDKqg/K10CUKMP0aZqOC4TcQURIjQM1QrYtIX6p11juztDseMgIzJp3pzESJClMKyFuwRxcc2AfLi9CZSUhna18U+i5n/eznjE1M7fQy190GF176NyKlMHNZIiJqlVJsK2Tge3UmpobYMLKOTWMbqVRL+L6HEkJLQpNFKdaHqnisRGEcPJ9YsmGhM5olAsTm1o9WOoe59Bzp99uQgqsQVJxlRwXxX0krOJmi5SiT9Kn4fq1NeGrfF+s/AtejOjbKxltXs/bGuxletwm3WkUaps6Pjt5pB/UapfFpzr/g/6jvBO/oNBqex9+vuAJVrzG+cQO+66KCgNCrU/G9OAOJJApDrGwG0d0BhawOLm+I+IhpjEhXTFwtauZfy269V6nKVxDbktJUgxtGS8WYOCMlavK0JDRMhQdJ/65SislYtSPiBb6Qy86c6JtvQlr7egWqysTgEMMbhgmDCCevCWbrfAdpFRGx2j30q/z5wotpuDveM3o2/IbL38+9gHpQAaWQSjW7YbLwWakjrWpPE4EmEU0+tOK2bLZr/N5MvU+nyTHj1c4U+tpMfDjxYc0h/nIEZAVkJeQsyFp612waLaLZ1J3LVhlmvGcmAZ3jvbDjw0zdNn7tB4ogUJTLAX+9+Pd4/s6TdiZoNFzO+sVFuFVJSw03eyKaSz42NylN2jkhiunXDyQFTSSaxhzXbu+xrfunie4Dy3lmywkTCpRIEHR9qHhSD1GM+Rbn/u4KvMbOH2ee5/K7313AuruqeFW9+W3OO9tAmt6llutHhPT1yWYjhw5flAPyzDZlmF2apETphJqKONxq02Z4W7AARylwA+pDFSIU5kAWy5HkpMARCtFIZNMaCTGMgEnP44I//QlvB6Z93qnEE+B3l/+V1UkWEAlErj7iWGdCRYjAwwgamKGH0NGkUU2jL3ZfVbtqqXGbwa+Bgg29OdivD/bv07acGQvELMKpbyJZc/dt/OrcP81buf9y2d8Z2rABujowijkCt45fnqTiVhBSG9ArFHW3xpbh9QxuWsfE4BYiz43ZZcKuVdN4r2nTFz+aiI9kTKkgPtKvE7FPmnQmf9Nz3GzEZDNKxqnPjGpt2pfGRKhpxL3NPhZBWKG0+T6G7r6D2nQZFem0i1JKPC/AnWzZ3vqVEsMjg/z54ksfUTs8VFx01VV4tRqmbTI9MoRXryEti3oU4mRsCr29WLmsXrXDqEU+EmMeO9bh+EHK5mCWVCSul9nVrc/WbRwEfqw+iylpimCmiWXzF5Lh/UALQfK7cbDujGM1nYPS37eU0LE6LRaPWabEskykYaODSacpXtgs0NjQRi686IoHr+wdhH/94WJW33sHVepMhhOxGcvcxNKkJRlJf9YUGs4gmrNJJfr1XEfzXGYeCeNNv599H2Ou16mCzSC7bM1y5iKd8cOJ1JHwmUQVr5SiXArwPMWqVfdy2VV/2FlNtBX+76ILue7f61BkaZEBmItYPhjSVTD79exDPsB3j5RwJsdcto1pWe62VaNzEeuZ0k/tUKSoqhxX37aZq8+bv7Xsyn9dyh133MPkloDyFkVjHB3XNLVMpef89OqbtuZ9JNRDpP4m3Xzu7UgaaclIemFSJB6kJlrdnrRP+n7JZxnAVAr8iMZoHWWbiN4cjm2QETpphZAgMnqoiniuTiSonoLb1w/zx79e8ghqYGvsdOI5Oj3Jmb87izDw44nIABQYkZ6chHY20sKWEDPyMZSPcD1oBOCHEES7HflMFloD6DZhcQb26oQD+2HPHljRpYUFejc/F7vSs3AYhvzoxz9heGznGc/Pxr1DW/jN785GeT65/j4M20Khs8HmnRyFTB7bMONAyYIg9GlUywTVCviutmg3ZCziCprEIyGe6SNx7kkIYRJCInm91ZGOuJsgvcGOfyeMpazxPmYm4UzZGkbpcilSId+S6V6BColCF79Wi9tLYmYcega66FvcBXHgcwDlu0RC8KeLL+Te+zfvxFZq4d4tW/i/Cy6go7cXp6NIeXSY0uQkhqXNWAxD4nR3Qy7bmm0T8pkY0TVVrtGMdUOhuWrDg+kSlMohk5MlPM9vnmcYJoZpxvmjdQBt2MZQjSWZgR8RRqpF+mMkbZEIzkxhYAmbjJXBsTNYlomZqO+jWGqeFDbZjQjtwiiUIJvP0b/vwWS7lmrxGYLA86mX4hUIiFTA+ef/gXvvH9phbfJgKI1NcvEFF+BFLrXaFFMTG1CBDmBvoSUYiR3nbCJq0LI6Usmjb0tMNtf7R8JWHvAes0ivMevzhOQmIrv0Krmt18nf2DxnYsKjVvOJgog//+UCpko7zxFsNsYnx/jZL86nPBWiVEI+53Joe3Ckq/SB7D2TakrviwVbO5wlTSCYe3oUs35HznGkydDsMmS26+mSu+hSRyjqKseIKzjnF+dTHhvdrrs9EpTKU1x48V+ZrtQIfPCqiqCGTuNTZ0aQy7QsI23V90hJ5/ZvS2Zv0ZPWnFmvghbxTMLkJ2cl23BDQRAq6qMNlDKQHRmKUpCL7+ICbiCQkcBM7RFBV01Vhfz5lz9hZHjHzo07nXgq4HeX/JlV99yBMqSWrtgx40omIhkCfpOt6RhzShNOPyafvoISSeyAmUR09jGfmOv3Y6l4RsDKAizPwbKcVqO3DISTk9M65QTxwq0Ua+6+ld+cc/68PlYYRXzvnF+zYfW9iIyDk88zXSshTRPDMOnLd7KiZzGLexaRz+bikBxi5igTLVYpzBa/0Q+myUXgge8qPC8iDBVRqHSe71DNII7bOrbScMVjNApTOcNDRRgpCBWhF+E1FJ6rbcSC5De2qvrkpq3pQimFV3fJduRZesAy9jniYJbstRTbNpGGhcx3E4UhbmmSe+9byw/POkenjZwHBFHE6b/+NRtXr6YwMECmuxu3XsP3fZoBuxMHkCjS2YqCoPW86RA3cZgbkV6N0HVUqUKpHDE+WWLL0BhhHBts0cAili1dztIl/SxabNHbazbVo4mTiOdDuQzjkz6bN1dZu26aqemQalXfO8khXa1ArUrspyIwhYkpTKSQsdlAiis3dc3pzZoiDHwmNk7gV6oUOjuwMjmkIVFKUJkqMblpIypsADqg/vq1t3PGmb+Zt/YCUGHE3846n7tX3wYKKrVxxodWUWuUdRYhpcijCWiyCM4mKs0nT7OFtI5+hrSSbRPHbel159IFz8ViZktLZ0tNZ5dJPMAxC8nUgoRaTTE97WFIwd1338ufLz4LpcKtL9ppUFx+5WVce+Um/LpAqTwz5YUPHbOr8MGq/4Eko9sirHMRSsHMDcwD/Ub6Hg/9qRKoWFhhUCfPFBZ/XzXJdRdfPGvC3bmIVMifLv4l964douHrdcH3lBZGxJqx9PKbSAoTE5dE4rx9xHFHIL2wpVsuge5viZo+sSSD1IZFgavAj81dBGArbSkTCi100aGUwLT0d4nVcgh4SjG0cR1/OOunO9wRbKcTT4CRqQlO+eF3aNRKsRjD1CtLczQowIOoBlGDpkdRU1SmYtm30ruUKjoIWnK0zB7mB3OR3IRw+vpR8LSJVGJjP/PERJDvMtONIJnAdMW49Srf+Nr/MrQTQyhtC5tGhjnt9NOI3ABM3U0836NBiLAspGlSzBXo7eohn80RiJCa24gFai1GmF4Tm2uL0BNAeRomxyPWrKlw7+oy96yeZNXqSYZHa4xP1BibqDE2XmNiokFpKqA0HdKoR/gezeDloQ9uFdyqojQZMTURMjHpMTHpMjrusnZdhbVrK6xeVWb16jIjIxHjE1Cra/6VcI1ExdDUAacaN/Kr+BMThH5Ex+IeOvq7ME0bpIk0TAIcpOngVqso0+H7Z/6IkbH5bbN7Nm7itFNPRfk++YEBCn19GLaNqxQV18N3XR3iyDQ1Y4vC2EMjtkMw0LE7pN72ClI8VKZeCzSRjXl5Ym6gjzhdoBSI2GIoEaaGIbgu1GsRlYoXp8SMC9+8b+t5ROq3kkM2/9IMr9NCMpVNM7V5I9WxMgJBrqsHpRSNWp2JzZuYHh4CpbBznUAGFdb4zrdPYdV98yOdTmN0zWZ+edr3aYQukYCIkLGxdQyPb6BBgEQ1uVpi25e8nrUv0JiLwWxLT7stVjJLyviA5yXHXCr6dCFnM5yHgqQcTdtshdsIqbt1fD/kzJ9+h8GRHZ86+MGweWg1P/7Fz9lwj0fQECiVyKW3D2mC80DkcS5ymK7auZp1tvD4gTj+A/1Gukm3l3jpGdTAI8OUMri1LDn3jDMprd1xDioPFeMTg5z501OYqoR4gZZlNYUOiUlXUugFg7T8FbYWhmjCk4RpUrTMIRIzCd2mClFTSGkhczaYshlsXsZ/RaTPjZLbxn+iwOfs732XDZt2/Nw4L8QT4Jy/XchFF15AFPnxqImNtEVsUJCIkJUPqh7bgja0RXAUMCMYZkI0E6OU2HN8hxhkPBhmSddmqIETFe4M7YuadXJAi3C2SGaLueomUSri8ov+zO//+Jed+DAPjDN/fzb/vvwKjEDhGCZ2Pk8kBWHO0fE3pM55bVkWGIJa0MALPKIwaI2P2Mg1IXYq3mElNp9RpGjUfSpVn0rFo1xx2Tg4xbpNE6zdOMGa+ydYu2GKLYMuWwZdSqUIt6GF4RiaN5XG9DG40WfTeo+Nm6ps2FxicKhCteJTrXqUKz61uh/HnJxp29nczM3Y3icD38MfG6I6MgEIpGGA1DIoYWSxs1mkZWM6NipocN1NN3L27+bP7iyNX553Ptdf/ncdvLq3l+6lS8l2dBD4PhObNjG2bh3l0RH8wEclYW8EugKk1FvhvNZCJCFtEHH9iJSkUYimrW9ib5l4HKdfkwjBZ33G7GuYeW3yO03iKTW5NUytyjcSrUFzXk7e6BVEhTp9qJAG5ckptqxdy8iGDfj1GtlCka6lSzHsAijFtf++hF//Zv5szmbjyt9fxPU3XIPrumR6B8gWunFDl1FVxUVtJRWzU4c11w0fSNQltvHdbDwESeQDnrstIgsPfr/ZkHpmrFcjhkamUVHEtddew9+uOHc7brLjEKmQiy87m8uuuobxTQFeFZRKKn37IGltJh5M8JzeuD/UY3vLkt4nJEdaSL19MAmwGFGCe0ODyy+7hpvP/XlLYjDPuPSKs/n3Nf+g1oAgFDR8bT4UBnOQz12hOZ2BdG2n+UOaM7Sk7MX4m/QWKETPn5YCWSMOMmOAJZpumApQLk1/xCjQr4N4Tbj5H3/ntDN+tFOecN6IZ81z+fIZp7J2zZ0oIpr2nhKaXpVNch8T0MiDoApeJdbLRk2bwLSN4AwSOlv9vj2YS20+W6oJM8lmmnCmVMAqmeSJpbn4tBhysnOZrTSLpxcFg5vW8aUvf43KDsiL+nBRbzT47MmfpTQxjm1aOPk8nYuWoSwLUcxDdydmXy9ONothSPwoIIgCIoHuwcmAiZmdUvFATwm0E+ahIhXbgUYxOQybmXDCMCKMIqIwjFXnqXtELZvOMD4/OYhS2XSilp1M2qO6VQ5a6uWmPAJU4KIaNYSU5LqKZDoHQORBmCilqFdqWIUiYWWC6ekpPv7xT+10T/ZtYaJS4eSvfY3KyLBWq+RydC9dSufixViOg/J9quPjjG/cwNTQIPValTCKUIaBkjKWLommjV6SDbFWhWolYHpqikqljJQKKQWOY+M4NlEUYpoCI7btnBEiNEVIZUIk40M3vW4EGXcXEX9WryvKZUWIQglFNpelq7ODYoet479LmiYcQDxnCG1WrAShMPGUQbVcIfJ9bMemc9ESupcuxcrmEECltJmTT/4GE9PVXdBaGrXJCr895Sc0CDFNk46uxXR1LkF4PoGKZpCTuVSpMwjBw2UdOxsPt1zx+aEHpcmARr1BrVzn+z/5KtXa5A4u5ENHuTLOGT/9CuvWTVEeB78GSsW50B8G5iJ8s9t4ZzfrA/1+Ikl9qFDoAEpDCO4H7tk8xQVf+zzu1PzZ486G69b57vc/z6bBcRp1RRhLPf1Y/d6MfpIIsOadfM62GUv+pklOmpRoralA0UErs1SOVltFSr8xjAipIgwtK2qm6o5CLQSyDJCxrCgS2qGoXJnim9/4JvXGzokYMW/EE+DWtfdx2s9+wPjYpji8janJp0AvdqaCJEaagJa6PYTA1T0kbpTE+bapGU0cU4IW+SP5bns60Gzb0dn3SBHOhPxGUdOPhsDX6t/Wxm4uJpyQznT+2NauOQw9Tj/tNK699c7tKPjOwdU338h3f/xDarUKFpJsVzdWd7cOwmga0FkgP9BPvqsrtupR2kNXQDMQXzxrSnR91asQ+lp15nsKU0odqzGpH6Wa2XC2PlQzCH3TQajpnT7zXJXE9QGU0uSmXq9Tr9UIQ4Xrxi2Rlsjps0k2AFEQUa36WB0F+vccACMPwtJktV4mCiGTdYhQ/PzXv+Gmm2+ep5aZG5ddcx3n/fxnRIG2mRZCkOnooHuPPSguXoydySCFwK/XKI8OUx3aTH14i37m9F4oXg0NKzYBNSRRFOJ7PlIKDAmFQpa+3i7yBZtcTp9bb2gzhnodajX9vtHQJg2GCcII8KnjU6dc8ZmaDggiNSMUZBAk10Y6rJdtkc1kMU2JmcT+nEvI5FcJazW8RoCQBoZh4mSzdC9eTP+KPcgUi7ETmCKKXM79zU+54p83zl/jbAM3X34tF13wV5SKKAqDjJMni0XNq5KMidkaclh4/HJnQKHw3IhSqYLrNjjvj7/ixluu2tXF4s67/833fvxVJiYD6mWIqmyXuVeaTG6L8M0+d0cjLYSei3imP3uoUAgqMeHcpGC4FnLuV77E5hv/ueMK/jBx16p/86vfns50OcBzFUGo55owNnlv2n0misl5wbakW+nP085FySygSCSgAkV//GliF56ozr1QoPISo9/UIQxFK88WYaw5ijQJl6YWkU0FET//9Z/4+5U7L3XwvBLPSEX85s9/4uJLL6JenYpTJRi04svJuJcHmoAmMQUVLZ1oIukKdaxkJKjkEDS12ckOZisCOhehnK0NTx/Jd7HDUCLtTqRkkdJ8OOnEUSzRa3WluTpWMt1srY9SCq667G+c+dNf7dTMDg8VYRRx+q9/wdVXX03UqCOkQphSJ3WVUu9tbYtcUed0L1er1ErTtHI1x1IwaDpOhwH4HlTLPqUpH99TEEIx38HivsUM9PbR39NFf08XA71ddHXkqLtlam6ZUqXMVKlMueRSK0Gl5DE5Pc3UdAmIMEwoFjL0dBfoH+hkyZJuenryZDJaFTs+McZ0aUpvEOK+kZYqNKEEqDq+W2GyrLALOYSZiiGpIqLAJdORJwx9rrrqSk777ve0w80uhBcEfP4732X1Nf9ubXOEQJom2a4uOpctI9fVhZXJYJpxAoCYpDbjGglmhLSRBhimwDANpJE4+UgEIn4vmk7y0LpVOpRS4gyk1egKZMvkQaaGv7bd1LaiYeSjUJiGEf+2mLkizo7xInRWLcMwsTIZCl1d9C1bRqGrC8M0W5EHlGLV7f/kC1/5Pp4/byvMNhGFEef/8GzuXnsPSik6hKRoZqjXy0wpXQezNdX/DaQzsbyamgiZKpW4f939/P6Cn2ltxi5GFEX8+aJfctU/rqAcB/NIkmVsr7AjnVMnvamYj3ae/Ttp6Wvi1PZQSIJC6/TGgM3ABDARKa7721Vcc87PUxqnXYcoijj/Tz/imuuup17Ta1AQzSSfYYo/zJnFYYdhdidJHETmIqEJX0jrPRKyU0OgvdsLaEJZSJ8twbAl0pZIIZo2uwnJTvy6bRs8ATUUN91wF9/+8udpeDsubudszCvxBJgoTfP1M8/g/jWrtL2nHUs9k9SLSZ5h0C5XhgKZeEiHKDdoSboSO71E9ZqSPCYdp2lvObsDJWTSTx2JVW76CGMRvNcSxSe/FyaStrBVluZimkl+JN15kr/J62jmd0pRmhzik5/+LBNT0zumwncAxqan+eoPvs/wyKgmw0kAasPQI9cwkJYOqRMQUa/XCGqxu7JlxZK31CSamk1VkjQANJGRBlknS09nF72dXfT1dNFRzNHwqtS9KpVqhVKpTLXsUa/E5LVcplQuo4gwDEEhn6Wro0jWcZCGEat11czfhcSBO9H2x0ZzycYgAOVSnaxgWgbSyYERx8JEEQYe02UPI2Nz3+o7+dRnPs/I2K5T/6WxfniED33ik0xs3tjaIaEJnZnJkF+8mM6VKyksX47R0YkhDWZ4waVsO5PQR76nQGipsTTEDGeiZMgmKQ/T6cJnHAb6GkOmyKSM7xd/byiEVEipME1JxnbIZmy6OqGjQ9t7NvV/M0QxCgxJFDl0L1tG/8qVdMUmBjMylijF+Mh6PnTip9mwef7CujwYBtdu4usf/ix3DK0mUIpOw8GyLcpBA0+p/x6ymYJS2mnQc102bFjHd874IlsG1+/qYjVRqU7z7TM+yfpNo5RrSu/ftjO6Upr4zbkBnkfMtbl5MAKcyGumgC1owlkDJpVi0+ZJzv38x2mUFs5aNjE5yKlnfIz77t+EW1eafAZaSxn44AU6AkfieDR/6vakJtMb4UTaFbWEb1FSKIMWiQkwgB50OyUe+Ym5X7JcJ/JSg1guFIIItKo9ENBQsH7LOGd85gMMb9m542zeiSfAnWvu5SNfO5n1a1ehDLSjSsbRqlvLBMfS0tA0W4nifJNR1CR9QRI2J0X4wnDmsc2YkCmbzK2+D1qvE5uP5rnxdQnZDJMj3i0lvKwl7Js9CyWMNiE4oJRWC0+XJnj3ez/A9TfduvMq/2Hi+rvu5MMnf45qqQzED5kEHjdNzGwGM5dFxGEbtLQ20G0abyQMI46khR7oSjWV802ClMQ/nRH7Uyl9xOpzpRSRauUB1/ah6aN1/Uzptv4+4SG2pdW/RjIKZIt7ASAkua4+lh5yKGZhCcgkdp+PWy2R6+pi0/rNfPKzX+TG2+bfW/OB8Lf/XMv7T3g/lanJGeQTWhJQq1Ags3wZ1rKlNAN9Q3N2Eoa2o7ScxFbCRxkuSroow6XmTlFvlCnXykyVSkyXSpTKZcqVMpVahWqjiooHmxCRJpOGIJ91yOUy+GED168xVaowNllmcrrCVKnG4Ng4I1NjVBt1OotddBaKZLI6p/QMXeCMFVGAKOIUe3EKhRkSzhYU5fI4J7z//Vx65c5NZfpwcN0lV/Pp953ImsmNeEDBzuMHFap+ZVcXbd6hlCJoRIyMlFm77l7+91uf4/qb/rGri7UV7ll9M1/40vu4f+ME1brS89oMjdfuhYdCNqFFkxrotI1ltMC3AkwpxabBKX7y/nez8fabdnKJtx933P1vTvnupxgereC5Cj/mClFMOINI237uPKmnmvUXdG3PFlQJlIoIvAZeaQJKw1BN5vP07lsXMkcrrqfNttsvsUSUkQ6jJGzdjlsmS3zife/n0suv3HGPug3sEuIJcOm//sH3zjyDseHNKL+hnQgSyaeUOuSSY2kpaMLkEtIRKURMPL1AH36oj1C11N9hTERnEMeEaKay5GzlGT/rmjBNMhOim3yeJsBhTClnjNqEYKY7SqtT+Y0G/sQWArfEN778Rc79wwXz2Arbh79c9jd+e9ZZREHUmpksI5ZYGwgpCSUYpkEQBq12i/8mTavigW0aUK/XsEyLXC5PR9GiqysmpylVr2VZZDMZpJSapsbsNJHIKSKkFNi2oZ1cYiG6YUImA7m8SbEjj5O18FSdbD4zM85kolqeMVIliA6yXQPYuRwiPkEpCH2fbN7G9Xx++uMfc+kVu95+aS6cd+Ff+f7/fp3AndtAvBmmyHEQMrXRS22NhSEwLYFpQD6b10HiTYk0IIxCSpUpJiYnGBwdZ3h0gtHxaUbHpxidmmJ0cop1m0dZs2mE8VKVSEXYjkl3Z4Fc1qTamKJSn2RodIqNW6bYMjzN8HgJ1wsIVYRpmpiGQb5oaBIcOzvNuTIKAcJsOS5tBUXg1zn91K9w/h93bBaOHYl//OUyvvG/X2akMUlOZhBBSNUtEc5rvMpdj8BXbN5YZ7pU4Rvf+io33vyfXV2kbeKyK87ny1/9GMOjLo263lTvTslOtgcJ4ayjpZwlWlENy0BFwUjF5ycf/Rg3/eW8XVbOB8NlV/2Bn5z1LaYmPfw4rF4Qh+kLo1gF74Ny2UntmNRk2iu6qQjXp0SC6sg4m265m7G19xN5LspvoLwG2knGoSXEipAo+tB2noqWw1EyG6aD4ku0Tb6R0W1X8j3O/vYp/PPC+Wmz2VZS84YwijjzvHPoWzTA+97yToh8rFwHWSuLTERQSukKViq2fo0QzcTOQqvb0RUbqdai1PSmVa2O1PKqpckFm1JJRTOlZeLjkp43khRSye+oSHt/RSomoUkfSuzZDOKMKknHSpKEQ7KziUKPyniJ6vAWbDvi/377W777g58sCPulbcHzfT72pc/Ts3gRr3zdaxFxOympUG6DXCaD32ggkfo5bBOdG1N7TCdqbcNISI8mjgJBNpOlkJd0drSIfOzfg8Jg6aIBanWXqdIkVbcEKHwvxPU8lIpwMjZLlha08XRGt2vi5CUNC2mYTNemANXMuGQYM4XqLY924o4xa3iogKBepl6qke8tcO45v+I7Z/6cIFyYpMAPQ7703dNZumwZr3/v+5DmnAF4tsYs3mZa4GQEGCZBZOMHYSyl18bOERIZx1wSymjeIrFMVCqp78SDSBEqA8OIN2EiNrMQEgPZJI+O7WBnJKYDwhKJI+f2u9nG4+03Z32fr3zjhwTBwmwvgCgIOee0XzDQO8BHPvxxDC+ioTy8rEfWfKCMzI8eKKUoT3l4rsuZPzmNS6+4QPe1BQqlFJf8/Xcc8pgjeOdb3km/YZGRAmm35rzdHYksLqAZprr5uoImonUF4/WAP/7gp1x/wW8WhI/CthAELr8655ssWrSYN732HUjDwDQEYQPsnH5WL3a+MXwQtprVjg+3UdN1krCKdEaceM1xq1AexaxXCBoeXi1iKp+huzMHpXHoyWrJSpOo6gVTAv3x3xrQgW4bmfo1ABlr+1xgOgi5+Bdn8f1TT9ECo3nALiOeALVGnS+dcRo1r8HbX3McOa9Kw85RKPRgZ/KxBCrRucbORobESCLaptSyKT6p/yZ+EiIlc0yZsUEcxlBobtRMjR7fL4zvPcs8rKUCljHXTEZk/HuJA4UuQEKLU1LOSOFWy0wODuNVK4R+jV///s+c/O3TqdbqO7iGdzymy2XefsJ7icKQV73utQjTjPUSipwwqdsWhuFg2jZKyla4m3hjJtCWFSqCekNLKRUqzv8OCIVhCK1ijy/Vk7fANC0QCj/wcaWLgYUftAZKM8Zk3GYpp3YE4Ac+Qkik1KanttlybhEz3DcTVUYKSkFUIQpdMp1FfvOrX3DSJ0+mUq3t0Prd0ajU63zi8yezoqeHpx/32u0jn3EDWFldX3ll09nVrTP8CKg3PDw3aEqha3WfKNA1HurGjG+h29myBAjtKhMJiePoldk0DPJZC0lMOB2TbNZEmhLDFLptErQsVB4iFFHoc9VFZ/PJz3yZam3XhSd7qPBdnx988TvYlslRr3opReFQzpbJGJltSHMfPVAKKlOKoU0lLrzoPH7+qzOIdlHsx+2B69Y59XufQCJ459vfTr9hkxECZcdLwaOg2dJWaD5aUlaL/9YVjNZ9zvvhz7ng5I8RNBb+WtZwa3z79I9hGjZveO0byeYtDCEQDTAdQEHDh1wDMAXCSNb0maZyc2M26Z59blq13qSDrdemCSrCsk0yBYexyTpDIyUKORvLArwqZIoJ2Uj9pkCi6EY06WzaKilFnfCAqh9w3i//yMknfpTaPPKPXUo8ARquy3d++mPytsPbjz0OoULGJzbjOHmKnf1Ytk0S64/QR+AAmjSaKh4MMWlMgk/LlHCx6VUbv5/R/KoVTkBErW6gSBbOWerXhJDGfDKtnlWkjHib18Riu5jEBI065S2bqE5XsDs7KHRn+M53z+LUH/6Uan3hD9QE0+US7/rQ+xGNOi9/9XEI24BKjSAKcGwHaTk4hSIUMxAKPUulxoaUkCtAJuewZJlNtRqC0iry5iZZzB5OiXSyJSHTp7WCkTcl2LQuVChKpSpBoGN52pZBZzGDYzd/RhObOflY62YqCok8Hyub47xzfs8HTvx/lCu7Lv7j9mDL5CRv+/gn+KYlOeZVr0UYxoNfBC3hr0TXjxKYpsCMxddOLp4+YpOHKFI0NcKJyiDRQhginiNFPBwselWv3oxE2ukoads5Dc3m2As8FKgo5C/nn8uJH/00gyPT23+DXYR6tcZpnzsFt1zlVa9/NdWwQS8RxsPIkrPbQIFXi9h43xT/d+Ef+Nopn6JeX9gbuzTqjSrfPv0TmKbJ29/2FvoHLGwpFsAq+8gwW9pZJ87xHR8NpZhshJz7o19z3uc+ilfbPeZFgFq9winf+zhBEPD61x5PLqedEY049FAQ6Qx3mTqoPDoiBwFbN2qycIWp92l3sVlENIn60lS5pyQfSmsJAyvD4IbNNFwPIaHhBgyPV1m+chGEdQhMMAspNW7rNwygFy2NTuSosa+0TrWhIAwCrvvz7znji5+gVi0/wprcPiyIIVGt1/nKD07HsSze+6a3kMsWKFVLTA5tIJ/tINfRibTMmNVJVBC12GWqPZu5R2O1roy19GEQd4NEtSpo5uiOFDPjftI6F/S9FC1VfCzcwzRJzE5nblwEsZodWk2uUKpBbXgDgdugb589wDD5zte/zCnf/zGNbdjgLWRMlUq891OfYO36+3nT615Ld76IkIJcpoiRK4BlISKlk9PHY1GkSQRgSB10vNOWTXOHIJg5RM24h0ZhSOCFcWgeg0I+R29XN1IopBFhmAaW1WpzSByToNFw8byAKIqwTJNs1tYhggwdu2yGUFqXdObD+i5hdRofye9++Qs+/dnPMV2a34H6SLF2yyBve8d72Oi5vPu1byLzUCWfCdIkcM6vBQaiNY5mEc/U/qu5C5SJLcVD/f3tgsJ1Q37+k7P5xKffT6m0+zno1Cs1zvzGDxCW5M1vfyv1okeeTHPT9WiCUuA3FHfevIVfnv0TfvSLU6jXdx8Ck6BWr/DdH3yRSr3K+9/7bpYszmJlBeLhpf9ZMKijJZsJ+XTj9w2lGC83OOdn53DBVz+DN88EZkegUh3nlNM/Srk6xjFHH8/iRf10Cxs7K5CGzlsj69qdgYxEiCRuljPrTgkpTevqjJgjSCLfJQp8zJylleHKiftEQkDiiVJFUJtARgGW41BveFoSK6E0XWV8vExPfyeyUQJHgpVnViBqBAob6I7Fdkm7xWlRsAKP/zvrB3z4I5+lXJ7/uVFsjx2GEOKhn/wwUMjl+MoJH+btb3oT2e4eKpMThHWfQrETK5PR1rBkiYRFJCWuEPhCk0SlYsmn0I7xieMIxMbepJxWYsFKGHupJ6EUEucXZExIaN1bxfHZXC/+jdjcqhn3PNIx8G0DZAGEkygkbFARfnWc0qYhuvddQa3i8e1vnsLXv33GLstys6OQcRzeftxxfOKEExhYugyz2Ik0bETGbA2GdKiqWdoFlXqvVCtHQJJdwTABFJs3V6nXQ6Yrk9TdGov7+lnc249hgu3EP2XMnNt9F6JIsWVwAtfzCaIQ27HYe68+7IzUks4oVoVtY2FQUQjlUSp+wFe/9k2++4MfU9uNpNOz4RTyvPMzH+czH/gIA7ncjiUxs2eH2dqoeVp4lYLpqRr/+7Xvctr3vky9sfsRmDScjMNL3/Byvv61b7B33x7aBnZXF2pHQoHrRtzwr/v43Mkf5x//+StB4O3qUj0iWJbD617zAU780Ic4aP9l2Pndl3wGwDQt8pKo12tKsXn9Zn7+3R9x6Q++hd/YfaTTc8GxM7zoua/n2Ne8gyWLF7N4UTe9A0UsUyIiQcYAqwNkxkeIBpp4WiQTn452VEMpnzCIKI9PoxDUpsoEjTrFrDYj69xzT0zHBpEDbBCJSjCReCpUfYqwNs3U5DSDWyaIQjAts6mNLRZzrNhzACvjgN2hI66ImLSqEJ3WDbbqcEpRr01yxmlf5wtf+d5ONz1S20jntaCIJ0DOcXjN817IV0/+IotWrKA6OkbkBXR29iByBYgMVGSiTBNfCRpo4pEQxEhp5xRdXv23STztlAczLeKZZBsSIg6tkyKeCSFqOprFvjKG3fqNJHuOLWJJaAcImXgbCVRpiOrEBFZPPxPTk3zkpE/wh//76wz7xN0Zlmny8he+kB+efgY9K1a07NBESgKWkJC0JEzRDPIfBLqejUwsZU5JpFGKzYMVGo2AWqOK57ss6uthUW83hqHtDxGarCoUnhfSqAdMTlUJw5BSpYphGPR29eE4BgPLbB2MPCkXbCXRU0oR+T5BrUylNMGHP/5JzjnvT4+KNjMcm+e94Vi+8fVvcEjfYuSjyG5QKcX6taN85COf4M8X/hY/2P20CXNBCMGzj3oe3/nB9zhw2X6Y8aZut2652I4+cCMu/esNfObkk7j5tn/z0MXgCxtSmhx++FM55atncsTj96XQKbWt4G7WaHVa4ZIaQFVBJYpYffsqTjvhPdxx7b+J5skpZWdDCslhhz6Vd7z1kyxfuoLu7m6WLBugkLewDUHGBLuokFkfITzAASUhqhG4DYbuXo3rBviBwgvCZk4OgHxG0pE3kI5DpqsLv+GS71+MU8jTSowLqBAVeUxtWU9lfFxHy3FyDKxYhh+EbFh9P34Qku/Isec+SzCzDsgMkRch/WkEPjhdYHbNUDMqpZga28DHPnYSZ//uLzTcnRcgPsFuQzwTHLLPvnz7i1/iWc94JlNjY3Q4OeyuPoThQGCgLAMlBfVQOx9YNk2HlCBIBZaPVe2gCUqzHURMImOJmxStwNeKOAGF0un/lIrTVxuavCJAGSlVe2yu4cTe7CLb8mqJ6mX8kfUY3QX++e+b+cCHP8Gdq9bMVzXOK17wzGfylS99icc/+clIY4bueibS5ihxSKsk45PMxZuI2OFrZBCCQDE8MUzDb9CR7SBjZ+jptejuidXFibTUA88LuW9tiSDyCaJ6bFqhsEyLvu4+8h0mubzEtEXLFpitixoGAeWhQe65bzVf+NJXueSyy3doXS0EHPCsp/Cl73yLow45kqwhd2saoxQEfsjll97Cpz59EjfftvBiPu4IPO6ph/OZb57M85/4fDrkrOD4uxmUUtSmAv7wu8s5+WsfYd3GXZ8ieGdgxfJ9OfFDn+PYV76CxcsKSFvMKYxaaEim6ElanutVpRh2I/514d/46UknMLRh3a4r4E7EYw44guNf/2GOePwTyWVz9C/uo6Pg4BgCxwKnVyEMHyF8UBZELiqoMbF+M9PDE3gBhEo7+AjDoJDPYAhwrIhKuaYTbUiF09FJz8q9dKILnFjiFaAij1qlwuSmzTi2hWmZ5Hv7sfJFqmWX+1etJggCip15Fi3vRYYefrWM45jY+Rwy0xerXgEFUeSy5q5/8+GPfIaLLp2/0GS7HfEE6Ono5D2vfwPveOMbyVo2XV19OP2LEb5W4ypL4EcCJcDO6PzOvg+e51Nv+OTzsWuakggkZmzj2TTLjF9YRhznPK22VzpUUq2mTxQq0rm+Gy6WbSEtCyE0EbXihEuWASKL9noCVOQytWkzQVjne2eeyRln/pKJqdJ8VuG8Y1F/P+9/17t413veS//SJTo+5Gyoma8VtCJKmFriGcUag6lxhe/C0MQoru/Skesga2fp6jHo6kkMcWNzCB8q5YDNW+qEygfhk8vYuG6IZVoIBNmsTS6XodADpr1VyVBKEfoea++8g1+d8zt+9LOzGBkd2+H1tFDQuXwxb/rg+/nku97L0s6ehb4WzgmlYHR4klO/fSY//un3GJ/YsquLtFPRs6SXN5zwFk5834ms7Fq6+0msVWwCs26Cb55yGr/63Y+YnB7e1aXaqSgWuzj6pa/n3e94H4cfvi/5DmfrhBULCMkU3QCG0Or16QgGp2ucd9r3+csZp1Aee5S3Wb6bY172Vl577PEUC0Uy+SyLBwbIO5JsRmB3R0izgV7EDCK/jDsyxPjmUepuxKKVi3DyGcgVsE0DyhW8eoOhwRGCIMSyDKpVH2XYrNxvD3LFPMIpgLRp1OoMrltLeWKCzq48vUuXkevqRZqOFoiVpxnevJlGtYYUEtuW5LMG+aJNtqcXIR19YFEubeEPZ/+Yk7/2Q9ZvGpnXOtwtiSeAlJInPeZgPviOd/CUw5/A4pV7YxW6EdjgQBTp0DvS1pPZ1CRMTdcZG9f+XKHycRwTyzKa4ZkMw6S3q6hzVQuJHYfWSaSjY5MNvCDE8wP8ICT0I0JPizUjpejsLlIoZikUwIjF74YZOyQ5gFAoFaCiMrdcewOf+vTnuezq63QYmv8CSCl5wqGP41Mf/zgvOvplOLnc3JKZtJpbpT6LoDIF9SpUGw28wNfG2EBXh002Y2DnBHautYtILvfqmqgaQmEaUK0oqtWIIPQJVUixmEUagp4lcqsyKaWo18r84Ze/5js/+CG33nnngo6ruqMgDcljnvZkvv7Vr/L8Jz0VS25dNwsRSinCMOKqK//DJz7+KW6+9T+7ReidHQEpJY97xuP52Cc/xlHPOYqimSMd7WFBQmlTmNp0wJ//+He+eerXuOX2fxEt4BidOxJSSB536JM4/o3v5UUveB577NlHthBn2FpgzdbMSqRgBMVwI+K6f97AH7/5ZW6/4iKiBRq7eEfDkCYHHXg473vXJzlgv4OwM1n6+/ro78yTyQqcLoW0PITwUKGLOzpCfXiY6XJAKEyW7buETCEP2TwqVBAYhKHCr5cJqpNMTdQYn6hg2hZ7PWZvch0FhJlBiQz16Uk2r7kbCCl09zKwcn8M09JmYEGDysQQfqNG4EOjEYESZLIW2byNncti5x2u/ddVfOHkr3PV1Tfi+fPfZrst8UyQtW1e/qzn8uG3vZPHP+WpWJ19YApU7EmrU1YqhkciPD9kqlTRmYEijzDyUYQ63AsKy7DIOXm6u4rksg75AuQLUC3DxBhMlyu4no8XeIQqwBQGtjQxTO0hZtgCwxAsWtRJxpbk8+jdqwRMRRR5rL/vNr79rVP5ze//wsTU7ufptyNgWxZvfvVrOOGEEzjkyCdgzLB1mIWYQIahwm3oMGWRD9WGR7nRIGvZ5DNZil2QTadOnOWsFHr6OiOWnFYrOg98udKg4UbYMkNHt6TYTYtcKUUUBay58xa+fep3+PnZ5+L5O9/+ZaHByWZ5yRuP4/P/77Pst2IlWdkKBr+QoJ3QQu5bvYEvfukrnP/H39DYDeIG7gzYGZuj3/pyTjzpJA7b6zCyC1H9HhNOtxpx+03r+Nap3+KCC3+O5z867G+3F/l8J0884lm87tVv4+UvfQG9Sx2tfl9AzVZXMAys8UJuumMtf/7BD7jp/F9Tmxzd1UXbJSjkO3nh847hta95C/mOTlYsW0l/dwc5W5LpBDMfIHBRYY3y4DBb1gxSKGbpX1TE6e6HfJJJHRAWSoE7MUhlbAvT0w1KVR9pWex7yD7kih0EnmJy032EgU+l5tO7dAmdfYsRQhLUSgSNMirykVJg2g7KzBMJW8exNmDTxns49VuncvZv/8zE9K5zrtztiWeCxb19vPWVr+GEt76Xxfvsj1GwUYYgCsCvwehYSK2uqDdqmKak2JkBQEhfx8oU4PsB9ZpHsZAj49gUCzaFgk2l7DM20tBpN9ESzHzBJmOaCAG1agM/CKk0auTzDksWd5MvaDW9UgpkyNDmVZx55pn89BfnsGlwfsXaCxV7L13K+49/C696/etYftCBSMOcyWYSxy2lJZaTw1qyHKmAjCPIZQ2kBdKWGIbOpDMnG0ocwWIimkzkga8Y2eIjkWRsg1yXwI6jEkRhwKb1q/jTeb/n9B/+nFVrN+60ethd0L98KS9779t506tfx//ssx+OYS4M8qnAd0PuuuM+fvWrczj7nDMZGt68q0u1INC/tJ+3fvxtvOm4N3HgwP6YcmG4UCsFYT1i1R3D/Po35/DTX3+T0fFHtynEQ0VHsYfXHP0e3vnmd3LoYSvI9EqE3PVtFipYHURcde8g5551Nted9R0qo4O7ulgLAsuW7M2Lnv8qnnDE/3DAgQezzx4r6cg55HrAygcI1UA1ppkaHmdsaJpc1mLJ0i5ksReynTRVekhUJKlNjFAZ20K16uL50NdXIN+ziExnP355jInhYcYmapi2RVd3kWJOYkiFUiHCsDCz3RjZToSUREGdwQ13c/4fzuGMH/2WVfft+nH2qCGeoCVVBy3fg3cc83qe8+JXsd/jHkumwyJwBbVayPCop9PvGZK+JSaBL3QMrtijfWq6wv2bhsg5WSzTpLOQp6OYp1SuMzw8TWdXkUzWJpc3MU2JVGCailotoNpoMDwxyYql/XQWsji2ol7yuH/d3fzz6v/jhz87i9tXr1/Q6cJ2BQwpWdo/wJtecxzHvOo4Dj3yCVi5eHGMJdaNqnYMC1xNPIWMyGYEuawEA2QmdUPVCnMVRdomO4m9mj4HoFFVVKYg4+jUj2Ze4TV87rj1Js6/4Bx+efZvGRoeJfgvMYV4KBCGpKO3hxcd+0redewbeOrhR2LnMjGZnyfVoNL/KAV+2eWaf9/Ez3/5G/508blMTo8t6DSKuwKGabDyMXty1Iuez6tf/DKOPPxJZIpdiCR92HyI1FRi3w5eqcK1V9/EOef9iUuuvJT7N95NGD06vJ93FKQwWLZ4X17yvJfw5rcdy5FPORzDMrVp0c72QJq1RikifM/jyhtv4/Rf/YErL7mI8vp7dMiWNpqQ0qCY7+XQQ4/gOc96Ec991kvYe8UedPVYZDoV0qohcIlCH4WFlLGZn0hSXMbSkUigGhXqU6MMD09Tb/j09ubp6FuEU+wBt0R1aorhkWl8LyCTkXR1OuQKOYxcN0amC6TAb0xx843/4fe/+z1/vfgK7r1/aMGY9T2qiGca/V29HHLgEbzipa/hWc96DvvstwzTsYiEwG8I8l0xIUmNnVo1ZHTMo96oUq6WyDt5cnYe1/WpNzxW7tVJR5eD4QAI8MBthJSmfcanSigUfb1FNm8Y5Mor/84Ff/49q+69jdHxsUdJIJCdi4yT4QmPexJveMObePGLX0ZnRye+b2DE6b8MS2BlFNlicoXuuzPWzUA7E3kNqFW1JiORYqaz3USholrSMT0zjs9kaYq//PlP/OrsX3HjLdfRcHfvOKrzAcdxeNaTn8abXvU6XvjCF9G1tB8za7UC4u5oKE02g7rH9OAof7voYn597jlcce0/aXj/nerZ7YVj2zz1iMdx3NEv56gXHsXiffZB5nOxs98jaLd03mApW96aKFQUEVYqjNy3jr9e/HfO+b8/8s9brsf1du+YnPOFbCbDU5/0RF77yqN47vOexpKV+2FnOxHCSpHQ9Arz0BtRKR1OB6UIXJfAdbEzAoIGXqAYGlzHJZf9k9+f9xeuufYGGrt5fOn5gmma7L/vY3npi1/DS1/0KvZYupzOXpt8d4jpNBB46IDR6TSbJmCilCSslwkqkwxuGqXW8OnqdOjq6yXbuweCBm5tmnrVhcjFsU0My8GwHPx6meGhzfz9n//ht789n39fdzsNd+GNs0ct8WxB0NPVz2MfcwTPfNrTOerFx9DT08WSZQNkc7KZ0jQSEEaK8eEI13UZmRiiu9BBV6FIRIg0oGcgg5QCP4gI/YjxkQoTE2U2bt5MpVLhuhuu5rrrruGuu29mYuq/0+ZlR0AIwdLFe3Dw/kdw+OFHcOQTnsQeK1eybPkiuvsymHbs5JIKmK2zTwkdhimCagV8V5ErgGEoVBwKLfAUlZLHpo0jbN4wyPU3/Ivrb7iW2+66ji1DG9oS6YcBKQRL+hfx3P95GgccfAhHP/8F9O2xnIGlA0jbjjPEPQxGo4BIEboeI1uGGd6wkb9e+jfuuetOLr/mX2wZHW6318OEEII9BwZ44f88maOe8zz2P+wwikuXMrBkMUYmybygWrHoktAfs6EUKgggDAjLFYRhIjuKRJ7HyOAQ5S2D3HPTjfz18sv527XXcP/ISLvNHiaEgP6eLp58+MG85qXPZa+DHste+xxAsWcJmVwewgZhBG7NQ1o2+a7O2K43teOO4zZGtRKh59EIoF4q47kNypOTDA9u5r7717J5431cee2N3LVmPaMTU7OFoG08RAgh6Onu43GHPIkD9z+UZz3t+ex3wCL23q+HfIfCMOMA8QK01NNBqRAV1KmNjTIxNEakBNlchu6+HqzOpdpRQXkEfp1qeYrVq9ey5f513HrrTdx5993858a72Dw0tqDb7L+AeM5ENpOju7uPww59IsuXrODww46gu6uL7q6l9PZ30/AiLMvGsWx6unJ0d+VAKDzPY7pSYcvmUVavWc/glo3ceffNrLt/FfeuuZNytYTblpLtcAgEtu2wqG8ZB+x/AIcc/HgOPfRQOjo7WTKwnFy+QCaXp9iRwbJMHMvAMiS1WoTvuwyOTlCrlhkc3kJpqsztt93CnXfdzD2r72ZkfBOe66La8ugdipyToa+rhyc+9nE88bAn8ITDH4ddLNLbv4i+Rb1kclkcx8GwbS0dC0PCwMd1XerVOuMj44yPjuCWylx/881cf/MNXHfHrYxNTVJvj7EdDts0MU2T3o5Ojjz4EPqXLeOopz2dzq5OlnR1ghD07rU3Vj6PlXWamz4/CPDrDQZXr6JeLrNuw0aiMOSy669ndHCQ6+64g8lyiSAI8B4FCRYWEkxDYpoGA50FVixfwYoVyzhk333o7O6nu7OLbL7I0579RIpd3RhGhiAMCcKQwXXrKE9Potwy1XoDz7AZHhri0iuuZsOGjdyz6l4myhXCSDvdtrFjYdsZcpk8Bx/4OB578CE89cmPZb99+ujq6qCnv4NcPotl6JCM5fESw1vGGR+bJpO1MW2LUEXUvIANG7Zw4SWXsmnzIKvvu4/pUhnP84kWMttM4b+OeM4FgcC2cnR0dJHP53EcB8uKPcGEJFKaeNZqNUqlaUqVth3ZroZA0N3VT3dXN7bjYFkWhmEgYw1fFEX4vk+j4TI5OcHk1GibYO4ixAYR9BSK9HR24WQyOLajoxkYBoQhUeDjuh6NRp3x6SkmK2Vot9guhWkYLO/vRwihNwqGgW3ZcTYvQRAEBGFIrVYjDEMGx8cJ/0vC6SxUSCkpZDOYpsVAXxcZx0FKQRhGcVu5eJ6PNMB1PcanSoT/BaHhFjJsK0tHvkB3V5Zs1sK0LKQQBGFEEITUag3CKKJaqVGtV2l4wW6vNWgTzzbaaKONNtpoo4025gXbIp5zpJVpo4022mijjTbaaKONHY828WyjjTbaaKONNtpoY17QJp5ttNFGG2200UYbbcwL2sSzjTbaaKONNtpoo415QZt4ttFGG2200UYbbbQxL2gTzzbaaKONNtpoo4025gVt4tlGG2200UYbbbTRxrygTTzbaKONNtpoo4022pgXtIlnG2200UYbbbTRRhvzgjbxbKONNtpoo4022mhjXtAmnm200UYbbbTRRhttzAvaxLONNtpoo4022mijjXlBm3i20UYbbbTRRhtttDEvaBPPNtpoo4022mijjTbmBW3i2UYbbbTRRhtttNHGvKBNPNtoo4022mijjTbamBeYu7oA8weBkBIjP0BHsUBHPoNt2SBaZygFnu9RrjYolysE1RFUFAFql5X6vxlCAAiWLuqjr7sbyzQQAqSQcYsolNKtE0YRo+OTbB4cBqHbso35hWj+A1nLZsXyRTiOjWEYuJ6H6/o0vJAwCFGRz+jkdNxOqt1euxBSGnR1LCabzWHbDpZlIaWMpz2FUgrf93Fdj3qjxlRpkKg9L+4yCAGGabB876Vk81kMaSKEQOoJEyFAKUWkFL4fUK832HTfZsIwbDfZLoNA2DkyhTy9PVmyGQPLMpFSIoVormFRFFGt1hgdHsctu4Buy0cbHrXEM5fL0dHVywEHP4H9H3MIBx54MEuWLmGvPVfQ1VGkI+9g2/aMaxQK3/MoVV2mSxXWrtvIlsFB7rn7Tlbfcwerbr+B0vQ49VptFz3VoxemIXFsm72XDbDv3nty8P57c9jjDiVUBtlMno5iB48/bD8y+SwylwMMFDC1fgONSpWpSpn7Nw1z7/ohso7k+htuYmRykjVr7mPD8Biu5xGG0a5+zEcVchmHfVcOsN++e/K0Jx7K4qXLkVgMDpWRSvLylz6ert4urK4+KpNTlCemuOOujdRrDZYMZPGUJJPNMjo4yH1r1nLNLXdz4y13sGVkEs/3d/XjPeogpYllWvR2L2evvfdj2dIlPOHxz2LZ0qWsWLYXPT0FCkWHbNZCCKkJTAhBqGg0fKpVl8mJKluG1rNpwyauu+lyNm/Zwtr71zAxuQk/8ImiYFc/5qMKlm1iWiZdPZ089sjHsGxgKc952bNY2r+CvffZi45cEVPaSKHJJ/p/FBEq8nEDn1KtzJr77mNoeDNXXHgVg2OD3HLtnUxPTuP7AYHXbrMdDdvOkCl2s9eBh7DnYw7miKcczj4HLKGru8hAT4ZC1iJngiXBkAZCKUKlCMKQUq3K8NAo1ekaDc/jz+dezIb1m7j9hjsoT1fwXG9XP94jhtgeNi2EWNDUu7O7j8cediQved7TedFRR7Oov4fO7j5yGbMpPZsbao7XrXOVgpobMDUxxvDoBBdf+Cf++reruOO2G5meHNs5D/NfACEEey9fzIuf9T8c+YTDefKTn0Bvfx+WMKlNlRmfauB6ITUvpKuvi4MO3w8pTTAcCBoo32XjqvWMbJmgszuDkzHpXbYSaZgoIZgYHGT9fWuQhNx42x3cc++9XHzlf1i7aehRuYvc2bBMg97uDo48bD+e/JQjefHznswee+5FsXcA0y7gTY7hVmrcdvtmsoUMhz55Hyw7B6ILpRQqUoxuuId6aRKvDgqBUygiiOjtLxA0GgwNjnDJpf/h3zfcxsZN61izfgtT5Qq+314cHx4EXZ39HLT/kTz7ma/kyCMP4YADVjIw0EU2b2MY4DYAAyxTYFuABGnOlGCjIPAg9MFzwXYg9BT1usfo6DSr1tzPddfdxuVXXcA9q25ganqUtnjt4UEIwZI9B3j6C4/k+Uc9i8MOeDwDxRX09y/Blo7eFCDY9nq2LSgiFeJFHmOjgwyVBrll1c1ceuHlXH3JNQyuH27Piw8TQggWDwzwmMOfygH778dTnv0CsiuX0r33UnIFB1saSAEGgk4UFgoThY1CIjDxkYQYBGj5p/43QhEoRd1zGRwb4c577uaaq6/nxutu4q6b7mJ8eHxBt5lSas5OulsTTyEEvb19HPSYx3L0y1/Jc573PA7afyUZx4mJ5vYg/Whi1uuZj60UNFyXu1fdz2VXXsYFF5zP3XfdxtTYeFvH+xDQke/gKU84jNcf+2Je8MJn0rd0OdKwaJRqTG7YjO8HNOouwspjZjIMj4zRs6ibAw7bD4QNQoJbBbfK6PA06+7dwrJlPXR0Fsgv3w9pWKAivHoF3y2z5b711EoVDjx0Tyanxrnksn/yy3Mv4j833Ea9NLWrq2PBI+M4PPXIw3jr61/CM559OItWrMTKFhHCARwQJkqZ4DeIwoBSaQLLyVDo6kWbkSvAQSkLpUKC+hSNWp0g8IlUA4jwaz7TY9P4QYDnTuN5HvmCie953H7vJn7x2z/zn2tvwHXdXVoXuwsyTpYjDn4KL37ha3jmc57P/gcupbPXicmjIIi0eYPlgBQgDDBNgUQPL8NKVLZAAPFaSBRCwwMVgXIBCUqAaYFhKaYmXO69ZzNXXHEJf73kXG654xoabmOX1sXuAjvjcOQzn8wrj305L3nR09lj0V5kZBEhzHhF2u5F7QGgUIBSEW5YZf3wOv5+0d8475wL+M/VN+I2dn+p2nwg4zg84ylP4dhjjub5L3gx+YFlTOUyjFsGZQFhIoIG9J5OYaJnRRMoAAbQFX/voDAIYiKaNmfRG40IiBTUPZcNw5v568UXc+7Zf+C2627FW4Bt9qginkIIHnPA/rzljW/leS98MQccfACZjM0DCjWZrWZNE0rFzAaWqRvNvqGa8VIB1YbLTfet4fwr/sr5P/4ZG+9Y3SagW0GwfPF+vPDZL+Bt73wjT3jSAVhZH4EFbh2qk5TGStRKDez+AbLd3QjfYGpyirVr7qN3oIsDDt0LjE6QGVANoMHo5lHuu/0+shmwLFi630F0LVoKaAmbapQZ3jzM/avXs8eKHhbv0Y/s6ML1TK64eQ3fO+s3XP33v1Fed1e7zVIQQrCofwUvee4xHPfq5/OMZ++H02EiZAawQFjoqdMEbPQ4iQAPcOPPMvFnCj2mjNQvBPF3dcDXxJWIMPDwGg38eoVsoQPDEkjpUK8HXHD5bfzi9xdy/WV/Ymp4Y7u9ZsEQgn16F/OSZ7+EV776LRz2P0/C6TExswIhgQj8ulafG1mQhiaZMxATTIhtrFXT1HPrqTDSBDSI1ztpasKKUgQu1Kc87rzjFv504a/4y4V/4p51mwmitrlLGsKw6F15CE957nN5y+tfznOf/HiKdpYWX9mRZHNbUM02rrtlbr3uGv70+z9wycWXc8f99+OH4TyUYfeBaRjss3IFL37O03n10S/h8U98IlZXP+N2nkEEowgC2IqPJC8NWrOhkXpvomfMLhQFiKWhISZuTEITKbdEU1hBpKDsVfnXDf/m1788m0v/9DcmhycXjBT0UUM8F/Uv4bWvPJ53v+Ud7LP/Sqzu2LZlm2odlToiaHYJmTpm7ywS4pnMtnPMuLM+jxBsiEJu3rSJ3575E/5+1s+Z3LL5kT/wowBdnX289IWv4z1v/gCHHb4XuUUGQlbQbWGBOwWhC9NVLYLpWaKruOazefMg69dvom9RD/s/bh8QeS31JARCatPTTA4OUZ6cxG00yHV2ky100L2oD8OQqKkxosBn1apNFIoZ9tlnEbK7D2HnCFWOW+oRV6/ewgVnnsEN5/2S6ujgrqyqBYGB/uUc85K385qjj+eggxezaG8DwyzFTMRGT5EGuv8n0+ZspHS0W31G6rv09yG6T4TMnJ5dIKQRZLh2U8C1a0a57A+/4JoLfkJpZOMjfNpHBxZ39/Ku5x/Nm497Myuf8ARkfw4coZtMAGHM05OqNXgYWqFtQOl7Bw39W1aWFmENFAqfoftu5Te/OIvv/Pz3bB5umycBdPQv5wVv/jTHvP5VPOmgPvZyJHI+eOaDQSmiwGVs9b2c++vf8PWf/pRNo6O7ulQLAgfutQfvfdOrecXRL2LZXnti5IqEdi8bhMkWBHWhhxhszUgEM1lD8jdhG8k2XqJn2Y74yKMwiGIpaBCbWbSoq0KgiHADj9vvvYNf/OIsfv/Lcxkb3PXjbLcnnj2dnbz6Fcfynrd/hMccuC92RkJWIMzZUsuEYIa09hFJc8fSGJUsmKbWMWkBdvw5+johWp83YdGS7CRSnFa9VhEMKcVwpLh33f2ce9r/cuVvzqE6Mb0TamThw7JsHnvIkXzgnZ/lec96Jj0dDk4PGNkQqKH1dBEEFU0mAwlWTttw1srg1tk8OMLGjVvoXdzHfo/bH3AAs9lWKmyAX2LtPfczNT6lVYAKpEzUhpJszsaUgiiM2Gv/PTAdCwpdILKMhQb3BIoRFXHX7Wv4w+c+xZ1XXETwX6getO0Mr3nZu3nTce9nv332opAXdC4VOMUAqNKs+zk1AjuQxcwQr4W0CGmG0YbktknYXFWsu3cDf/vVGVx33ukE3n9fewH0d3Rx3HNeyLtfezwHHnEERn8vIm+AIWZy/9l75R1McJSK1e8hSCtFapviUkXkl7j/7js58wc/4pfn/YWhsYkdW4jdBKad4UlHv4s3f/BE/ufwPViSl3QC1kIgnU3onUPkNVh/222c+q1T+fEFF9DwFp46dz7Q25HnTce8mA9+4B2s3H8/hO2A4RAZnWzAZLMQVONzE5HVbCXBA82Y6c8MNNNIZtoCUAS6UVhEsR1oBEhEc4Mu4t8MqXglrrvler79v6fxz8uupjJd3rGVsR3YbYmnIQ2Oev5z+cRJX+Lwxx+B40iE0JyfHCATcjibdIbo5rMI3QbK96k1ajQaNbr6u7DteH8hEumNCUEdvBIBNo1qDT+M8ANFJpchV8wDFoaZth9NSKkmoT6SLUAZqCtFI4q44/abOesLn+SGv1xJ9F+ispBSsnKPfTn+jR/gqBcczZ7LlpLPGjiWQHYrhNFAS7FiUUkyzETs2YCAegm8BoODo2zeNMTSvZexdO9laPJjQOSCcilNTjO6aZAo8FFhhDRsrDhMlkBQmq7QaHj09xXp7MhRXHEAhiFBShDgKpN7IpgSUBWKcjXg9iuu4Vef+ACbVt1BFD3628yybJ5w2DN56+tO5JlPfg6dXTaWBXYW8otByMTIz5rj6p2xWs529kvGs0GoLG6fhmEPyr6iUg64/qp/cslZp3D/jZcT+v8dNqCGlLzwSU/jo8e/g6c85SnYK5ch8k5szSBmNstcopcdjNnLyNzSVB2aSbllbr/mKr74je/yf3+7Uof5+S+AkAYrH/cMjv/wpzjqZc9mz06DTiGwxNx6tYUBbQsc1Cpc9Ze/8LVvfJOrbrmV8L/EZMKxTJ7zP4fzuY+ewJFPfwoyn0OYFkpkqZHjfiQjQpDQ8USHOpt4Jlv1NGOAuds86QsxK2nqlxwgD/ShyMVqeO2iqclnEmIwCF3GqhNsHhvk31f9mzO/+yNW3XEPYTD/42y3JJ49XT28520f4EMnnEhPf6fmCjHHFCaQVSB8Wtv5pFlb6nKlFN7EMH61zNr7R2i4PgcdsR/Fbm1FoSWeln7tV6AxTqNWZ3jjZoIQxksR0pCYplbpd/f20dNTJF/MQ6aAMGTz9xVa3F4GplMlGi9N85vTTuVPp32Pyvije5ff1dnLS496PS8/6rUcfuiBLFvSTRQIbKmFmrJDIUSJmZLkRG2QKBkMcEuooM7gxhFGBsfZ9/CDKHQVW9+rBlBnemySLWs3YUjIOgYd3d109PZo8wsp8ao16hOTNNyAuuvTvXRPOvr6wNAhY5SC+yKYACZlTHFcxdhdm7jo7LO4+KzvUp7Y9SqLnYXensW8962f4ZiXvJbFAz04jsCywDTB7gCjqBAiLS6bz+UxmW5a41opwYa6YGMdpuOwhI2GYnCwzNUXnc/FP/gspZFN81jG+cdAdw/vfvXreeurjqVv0QCF5UsQvcUdqDvfyVAKogqTm+/nJz/+Bd8+8yyGRsd3dal2KnK9K3jRG97Pu97/Lg5e2Um3JcgQO3bt6sLNgTliu6AixfSWTfzo1FM5/Ze/YuPYo7vNVi7p5/MfeBuvft2xFBYvQlhmbBidoUqeNQgmAJ+ZBFOlXstZnyWiMdh6Pwhb94WEydgkzkmaiPYC/bF3vDb0m6l9VUrhRi71qMaadWv56Zk/43dn/Zbpeda+7nbEc//9HstXv3AqL3nBM3FyJkqlSCcgsoCpQHhsLSGx0c8boMKAxtBGfM9j7fpR/CDkoCP2j4mnM0PK5lfLuFNDBJ5HaWIChWCiovD9sGXWqxQdxQx77dGHLPQgOvog3nkobEoINqMVk4myXyioRSFXX/4PfnjSh9l0x23zVY3ziiWL9+Tz/+9U9t7rIPbaYzkrV+RQoYAIpALZAcLxEaJOa0glEuukHSxQEsIyUeBy72334TY89nncgeQ7E+IpCeuTRO4kU1M1BrdMYdsm/X0dGKZJ58BATDwFUaOKNz6O6/lsGpygu7vIooEuZNcShJ1BKYNJZbA20JsFLx6/0bhH475Bbvz3Zfz4lM8zNvToIzP77nMoJ773S7zwGS+io2hhmgLLBNPWjlqyE4SdTJWJHed8L5NbTzkTvmBNDaohuKH28nTrikot5LZr/sN53/k46267Zp7LOT84aI+9OOnt7+KZT3ky3d1ddPcvwujtgpyz+xBPgNDDHVrD4P2D/PO6GzjlzJ9w26o1u7pUOwXLDn4m7/zMqRzz/EPZo0tSkGKGJcRCxDYts5UichvcccklfOhzn+PK226f55LND17wlMfz7ZM/wUFPeCKiUEQYsUmesPHIswrBNJAY+My2aHdIvNT1h6UIQqV5qxLbJp0PZBeaiGcSK/scsCR2RNLkE9LztErupmCiOsGF/7iY7339u9zwz+seZq1sP3Yb4plxsrzkha/lS5/7Kgfstwhpac+tyNfkpSlz6QAhExVcyjlICVAhkVejNjREFEYMj0wRBBFVN0AhOPCI/Sl2FYC0o0rA1OAIW+5ejWlJCh0WpuPQsXQFUaQSd03G192PV3dZMtCJ3dmL0b0IXS0RYOJjsBaooDtlskMBCJRi7eAo3//UZ7n+3F/j1x8dgeiFkDzrGS/hUx/7Jp1dPRSyNssWd2JZeoKVaM227AIhfXTNJM4pSZdK+fYpBVSIVMSam+/Fc332OuRA8h3F5nlhdYyoPsZ0yWPLcJV8Rwd7P+YxrTLFf5UKUUGA16ix8e5byWYdBvq7MfOdyI4+wMBXBqsCmFLaTAIT8BWUI6LxEutuuZ6fnnIyt950LepRoHo3pMnjD3sanz7pGxxxyOPJOhLbEkhDE04rEw+LPAj5QM5Buwa+grvrUI2griD0wPfB9xWuq9i4ahW/+vIHue26Kx4V7QVgGQbPPvLJ/L/3vo8DDjyAXD6PaRpk8kXEkj4wjAe/yUKCUrgjW6iMjlD1GmzcuJEvf+d7XHb1NfjBoyNmqxCCQ5/+Cj7ypdN5xuOXsCgncMTusz+YLfVszgRKQRQydOftnHDiR/jjFVcuGC/qRwrLNDjmRc/m9K9/gb4VKyGbBdOK13hBSIHNSDajvRQSJM5BYfzXVtpDXQDlCFylpdsyDj+WuDjPZfeZrIrRrPunpaqJB7wJ9AO9cZimJAbozCu1BDRQARtHtvDBD3+IS/74VwJ35yfp2BbxXFC52vO5Ip846Zuc/p3TOfBATToBfDfCc0MaDYg8WmLEprQs6fSxOW5URUV1Iq9B5DXwvYAwCLVtaOLmKVIzgBKgtO2olCI+T793shlyxRy5Qp5sIU8+75DLWqzfOMq61WuJgml0QDtdHhOFzqvT8s9NjAEMIdhvST//74zTeN3XTsUpFOepZnceMpk8bz3+45x6yk/o7xvAMiyWLSliWQKhtI+DFCBtUm2WdgRLTB2SwBLEo0xbuBimGZs5JNYu8b5OavOH5HsjXnibbRwfQppIO4OVK5LvKOD7HuvWjTA+Nt0sg4miKMGRYMSBs4UtMLoMMku7eewzn8nH//d0Xnz8CdjZ3HxV7U5BxsnzhledyDdO/hlPfNwR2Ka2vTUMrV434khJwkyGx65QsT8wDCBjgW2CZcdmAQY4tsDJSVYedCDv+fLPeNaxH8R0sru6uI8YOSfD+1/5Wr77mc/x5Kc9nb6Ve2LlMjjZHCKf06vZ7gYhMDt6cAqdDOy1jCe98Ol899tf56R3HE8+m9nVpXvEMOwsz3jlB/jmd3/KUU9cwoq8ICPZbUgnzD3qFRAKQWSYLHrs4/jJWT/jg294HdlZWQB3RxRyGb5y4js545SvIrOdTIxP4k1OklhbRuTZgmAYHQQOWpJIB+hE22BKpfDrIY2yT22sil+uI4kw4vZPtsKJRDTZMiZq+eSeiXMRbO067aOJrwsMAxsQVBCoGa5NLQghsKTFXov24Bc/+RkfOfkTZPK7bm5cMCkz87kiX/zM93jH299IoWgghCIMIyYmaowM1cllMvR3FxEO2jRTQEva2RoiSgXatTKWjioFpmWhFPheQKSISY0T/3IEYQ3COsqvEymBZRhkclkMy065aGq1sBAS0zIxDKmNdZUXS+hymujEd05KFNCy8ZCALQRL8xnefsLbyefz/OzE9+FWSvNTyTsYfT3L+PD7P8cb3/RmKtU6NddnxZJushmJ1wAzDtkiYn6p22y2GXbLK6+FVn1bhokwFVLMVPUqQlSkszzYpon5IBIfaZjYmRyB10C5EVNjU3Qt87EcgRAGZiw8t5x4oxDFRcuCadrsecghnPC+D7F85Up+d+aplHZD1Xs+18GJ7/k6x7zsOAZ6u7AMgWNpKafO/6xVQU2r9gUKAXSb4ArwBVr3FMb8S4DICvr3Wc6bPvw5luyxD+ed/mnc2u45xpZ39PLR49/Osa96BYsO2h/R3UlYqyEaEuE4kN3NVOwpyEyG7KIlID0M22bfw57ARz/Vw17LF/O/Z/yYdYO7ZwifbL6DN3/kVN79ttdz0LIM9o4MXTWPmC3xTD9CHUBI7OUr+fIPzuCwQw/hQ1/8CqVKld0Ri3u7OPmk9/Cc5zyPVWuGsAyDgw7cA6t7AJBE2GxBMoEgjhrWIokKik3XHhABhNWIRhDCVAUhFGplL5EhSYtPLGaKzZz4nr5qSTsTG+DZElDQ7KdOYuinV9ZuBP1svaImEELQU+jm5JM+y5KBxXzmw5+kUqo84vrbXiyI5aWQ7+ALnz6Nd7/rjeSKBoEfMTVVZ8vQJJWqh02WJQMZnGzMA5vOtamhoRT4FQK3wdia+4mCkDDUqvVcrggI3LAMUYRoWkkkZCYCFQe0FhLDduhatAiEiZD55k+gFB3L9yUKfKbKdxDUG7g1l1zRmNHKRfQuJL5zc/9hx79oChgwDd74lteBUvz8I++nUZ5fo99His6OXv735J/x0pc/l1LVZ2xyiv32WEJ3t4FAaEcwoUOsyJQws1Xn6bA8s6c2TdMFEsu0tImFSJ8XSzalwDQklmU9KPEE6OjMk7VDUFUaboSKWuXJCG3OYcUCWDfuWpEBvhJkCyYdPQO87CXHUFy5H9//0PHUy1MPr/J2ARb37c1H3vdNXvKiF9PTncEUAjtWrRtGbDMfB3kQSXst0MVSCMgocAw92Sob8PRmIY5fjsgIOpd28qI3vBOnazG/+9ZJ1Mc37OKSbx/y2RwnvOnNvP51x9G79x7Ivm4UENSrmBkHCjl0jsvdE0IIjGwWpTIgFAJB7/J9ec3r30C5UuWL3/sx5eruZY6UL3TysZNP521veT3LuhdIXM5HiNnK20Qa56Kln2Ghk1d98EMYXZ184KOfZLq068L3PBzsvWyAb3/mw+y174EMjVXIZRy6ilkyPZ1IU6KESQVJCUENXR9N3ZvSU2Xdh6gUgRGhqjWksKDhajvL/iIqY2KIloc66HkqiCVTNhGW1BJLGROGxBY0UTwZzJR8JvBo8YxxwEMwQEsANhsCgWPZnHD8u+ju6eJTH/4EW+6f35jju5x45nJFvvCZ7/Lut7+BbEEyPlVly+YS9aqHF3hkrSLFbJFsxtBmTEI3iGiGTYoJSVADd4Kg3MCv1EEIIgFCCmQsCpFSIqTUKRWbK6vQK60hEYZExj+iSK6juV0VAgw7g7QyYGXxynVqQ+PkQg86Hc0oURixWYMDeKLlQhMAltJ/DQUFQ/Lat7wOIeCnJ74Pt7J7DNh8rsj/++gpvPSlz0FIRaXcoMPJkc/ZqEighCY0USKFkprQaCT7utlDYvZ7ExVFGIaBUComnqmzY4NEaUVYpsA0kx/YdqAK0zIxIptMJiAIXKLQJ3FqKhgCQ+oyRxYYcVYWDIiEDjEqcg6ZCYtnPO0ZTH/0C/zq65/G3Q3sdHPZIie++2u87MUvo6PTxDZ1AA7L1FJpw2iRzWb42gW+YOYEdCotbZiODazCINYumCAiPcHSZfPco1+O32jw+2++B68+/7v7h4Ock+Ejb34HRx99FL17Lkd2aK915TaQUYTs6EDkMrunKG0W0ptKIS269jiAV73m1YQq4svf+wmVWv2Bb7BAkMnm+chnT+ED73wt3QXxkJvmgULr7CqkvbDnmqkT4uUBPoKyneV5x7+V/w18PvLRT1OtLfx5EaCjkOdbJ3+MJx55JMoq0hsGVKcrWPkcZiEP2ISYjCKaQd1aBl8pm8wGiEhCqYyslUEpVBgiO7LIrqw24yM2j42v9QMt7FC+jz82ARkL2ZlHORYYAhVrUJMpeVs2t8n3DVrGa6PAEh5YfmBKk9cfdSyZiuKd73kvpcr8zY271Dgolyvyxc+dwbvf8UacnGTt+inuWztBox4ihCRSYBoWuayBYQgtmPQhHZRYByGPH0MKQj9ESk0gDdPEtB2yHZ3IjJ6kc4UC2UIsxUyaVZo6h5xhI6XEcwMqpQr1WoXQTwemFs3WzuRyTTKkwhAaVdJ7kebarVqfBsB0BL5SlEOFV43ISsFxb3k97/jOD3cLm89ctsBnP34qb3njm8jmDbYMTlAplRjoL2AZEPixeiC27RSSWWn5UoT/Ae0HJX7D1ZOcZW1FPDELkFmCme0mm7NwHIEeenW2VkpoyxdhOgjDxDANpDSoTZdIDwGhtJpExobgScMFCjwhEDkDM9eBU67wine8i9e/9+PYzsK2R3PsLB9+19d4xcuOodhhknEEptSCMtNE2x0lmwPBglezJ5Bo4/qcgEKo7asKgC1j209Dk2rLgmzR5PmvOo6Xv/vLmPbCbi8Ax7J577Fv4FVHv4xle+2FKBbANlG1Omq6ojfQzu6rYn8wCClZccAhvPoVL+Nrn/zQbmHzaVgZTjjpi3zqA8fTXTC2nq8eAra2zNu1mKs8yVOlDaVsQAlB1c7wjLe/k49+4sNkrIUvic9lHL7+6Q+x/76Pwcl30ruon9DzQRos2W8PhMijhMU02vyqTktiaQCGUphKYUQKIwSDECNwMQxDT6OGgTPQiWNIckBOgWhAUIaw5BOVG0gi5FQZVXVxx8rU1gzjrhnC3ziFaviI2GkoDiI4h9tQSw2fqNurcXnLtNTwc0IITMPk1ce+ljO+9k3y2fmz+dxlxNOQJu96yyd525tfhx+F3LV6gumST193H47lEEYREoOOQo5C3iIMRGu70Sx1ytJC+GDZCGnQvbyHRQcfyOJDj2DRIYfRtXJPcn39MSGVtAJSxwRFODrWj8yjDAMlJaXxCSaHhvAbs3bbQR3RmKKzM48pJaWyS1OvHHcFC70IJgNToUO+RAo8BTUP3IkAtxoSDlbJAa9683G84COfRhgLd9UXQnL8az/E2950PLmcQbXuU63VWTTQT3dXFmIVO0pLCxNC00z41LrTQ/w9kXIumnWNtMDIIk0HxzaxzAepN6FwQ5uhoTpeIOjpz5LNtiTftoBOq9W1DCPlsyH0QA4MgcxmkG5EzjE55j3v5XnHvEVLXxcgDMPiNS89gTe+5u0UChaWJTATQibADGPJYEriOcPCfQFDAFmhyadtaKKZE9AZQVeov7NkHIBZQq5o8qI3vodnvPz9CLmQx5jgxU95Oq942VEs22tvOhYvQSR2nA0XRYTM53c/L/btgBBgZAp09vZz1AtexNuPe8XDInLzBSFNjnvTB/j8x95FJjvHJvlBkCYOyfuFQEJnlytBsuqaJClaNDFyhAAry1EnnsTxb3sDprFwnd4cy+S9xx/L8575LDK5PF1LlhNEgmo9YNGiTgylE5qEwDQCn9YzN0lnRSE3h8hBH6PiYbguRuzoakiJ09+Blcs064hYtS4ihRopIzaOITaOI+oBwrSQ8TqnGgHhSAV/1SjhUJ3Ii1BKNSXN26rVtIu1i3Y+qqMFXg9EPqVpctw73sZH3veBppPuzsYu6xkvO+o4PvbRD1KtBazdUMa2Mizq7cOUFmEYYWAx0N1Lf28G24o9liHljK7DFzXTXpoW2BnyfR3ke4tY2QxWNofpZJqezoahJV2tPUvaYUWfk3hIJ8fWk4iCsIEM6piJHjmb18EPlQkoPXGmrmgKzyKIogjlhYRhRDg5SVgqE1RcCobkhJNO4OmvPnYn1fgjx/Of8wpO+uBHKBZNQgUTUyWklGQcG0NqD3YrcUwXMXGby3foQdFqD2tbxDOGFBLTtDDM9DQ4l3JIgJKoSJtbFLszZHNxbIu4vJbUpCwptpEkLIji9jMEKiMRlk00XqFjSR9vPOFEnvyMF2zPw80bnv3Uo/nQe/4fHR0OpqlV64YAO9SmBIjYBCIl3V1gDuwPCAvoErBEQK8F2dh0wBHQGUJHpCWgptBS0GKXzWs+9P84/FnH7OqibxPPOvJ/ePdb38IBBz6GniVLERkbZUiU7xG5DYxiB6JYXNBEbIdAhhT7uhGmxac/dhLHHv3iXV2ibeKYl7yE7375RAodeR7O4AlnHdsiCepBju0596HcSz1IeUA/bQbIoo2ockKQK/Twmi+fzJOOev6DP/wuwstf+CxOev+7iCLBioMPQ2S7aXgKJ2NT7OlG2B0oBOVYxZ74mjazCSkwKmAqiYnAlALTEBiWjRkpLNui2FMgJwVZtIld6IFQCun7SM9DCoEUBtK0MYtFMisW4yzqQRbyCFsb3PulkPqmOm5dEYU0M4SliVvaHCKD3gQIdEjHCpp8NhXFc0GA5Vh85ofVCAAArEpJREFU9NOf4tijjt6R1bxN7BLi+dhDjuQ7p5xB1slTqUT0d3fQWcxjGBLXrdNo+JjSIuOYOrxRTAia2S2bRU/z/0RfKFMSSEiGUkI8NaNPk84WkhA9lmVhmEaT/UdR1IpTljCq+F7SkJqhqCR/gb5vKh9SfF2LfIZbykTTVSIkUaNONDqJABYVi3zs+z9g38c/ccdU9A7Evvscyhf+37dYvqQLgaBaj5guVejt6qSzQzZjlAmZUrMn7fUwe5mUEtu2cLIZ5DZUN8I0sLIOhmWA56PckKjhEdbrRL6vU/SpSDucCBG3q6klRqpB2qDRtiCT0ZMEcbHTzvShBJGXyGyWYLJKFMKSx+zNB/7fKRxw5DMf3kPuJBzxuGfwmZO+zUBfZ6xSV9iRwvY1+Wyq1hWtWWnbQ2NBIhltGQHdEpZnYXkeejKaaGbREtCCAluAYwn6FnXy5k+fxj6HLaz2Ajh43/35/AdP4pCDHkPfshUI20JJgSpXCQdH9Kpj24jdZWfwcEV3KtJW9hkHXxlgZTnjW1/h8EMe8+DXzjOe/rTn8v3TTqFncd/DtnxI7P8T4vlAeChk88GuSYIQ/n/y3jvOsuQu7/5W1Qk3dpyevDubtJJWWuWAskQQUVhYAstgwNjYYJDBYOMX+2PAYAw2xmAwwsaAwZhogWSihNJKQgLlLK20Wm2a2ckdbzyp6v2jqs459/btntQ9uyv/5nPm3j73hMr11PMLNQ146+/WU9ftVIV+qHBhf535i+Dw8nF+4Jd+ni952QsukaPrL0+46Ub+9Q9+L1ubCSee/DSC5hy6yNk8f4HDRxeR7QMgArRzJvIzRH0Ly2AMgREEoSAIFUEoUUoROL+E1mKbMFQlBgiAYgwqBTnMkBpUEKKiEBkoorkGKpSo+TbB8SWCGw8i5uYQKsDEAXkuSAYQ6ElSCyreoGRWqfiDLWAda4S2O/gUdBfned0v/CJf/SUv3Kui3lGu+xSztHSIH/3h/8ThlTl0IVjotmjEIfNzgkZsbMBnYwgCxeJyTKPtmJrAgZoIStvOieS7ZqEiCOdc4MhKbLiYoHIYmkHttObnOfrEJ3L0iU8E1SZNA1ZPPsyZz36W1QcfZOvsWTbOXWRzY2C91KOQMAytS7BnP10zWBR2glf1V0jsRJJrzChFJxmFCtHDBJFkKAFHF7t8z8/8J7orh/ew1K9N5ueX+N7v/iGe+LgbCQNBVhiGowRd5CwttAkDYSdDA8aNUt62s1ThAldKpykliBsBYWNn9ZUIAkS7jWw2IRnDoI/p9dBbW5iNNVg9T37+HKOzZzHZkO5iQHvebc+jJtnROVyduSZiNIiislk1AkRDILsx5DnpRoJoBCydOM63fNe/pLO0cuWFuw9ycPkYP/S9/4Ebj91AGFm1eqwtoFYYMMaGuPLNdVrN/hgUrwlpKDjQgJvm4IY56EYWgC4Iq4qPI8GR44d59ff/LN3lY490skuZ63T4t//0Bzh0aIWDx08g4shStVlBsbaJkQLRbFq7gS92MRo93iAZJETNBhjN/JFj/Osf/F46rUdPXNYbj5/g537qJzh44piLM3x1dp0edObumKXeNvVrnN154T79PbOeO/3sWX/Xz3vxLJ+PGbmTTKvdG9gddVpCcvPxx/HdP/dTHDlx/PIK4zrIQqfFj/7gd3NgYZmV48eJ5xYhG7F55gzduQatlaMQtDBC4PfXq+lWqyMWhAcF8yuCxQOCpSVFu6kIEIRxRGO+iRTCquaNdXwEkBjUOEEKSetQh7mjbeZWmjRbCimtqlRKAUIhogYiDBGDIQwT4sAQSlvG0/yAoEZy1c5JrNp9Aws+L6V2X7jxGP/pR3+CEwf3F39c11FMSsV3fOv385IXv8CymAFEMSwsQhwb8tywvjGg22lz8OACrbYPCk4VSrPs2/X1m8Gut+YgOADBAsh44t1CyBrjuUP6lCKMY4IoQqnA2u5pg8lzks1Nts6cYfPcRVbPrNPfGHDjzQc5cvygfV8wV0/cRKCgEm45dskstjGxDUaqhaDINUVvZBtKIXju85/PK777+x8VtoNSKl71yu/gZS9+Ga2Gzd9olLK6tkoQWFsWCWgXPlWImm3ntQIZ30h2tTvxRqShBaFBgAytel4qG+ZKAEJryMe0lhWthRgRHIHwCPU6U2ISf/kYatKA1E7NIUBECtmMEFlKoaF1sMXT73gKX/ma737E6yxQId/2d/45T7vzGUShtXW0K26D0jnooupL0lBuB/ZoMCrbI/FmE/Mx3LwAR7rQVDbM2byBZiR48tOfysv+7r9wES4eWZFC8s1f8/U86ylP5cDyCmGrA0pipEAnKUWeolYOIhattuGK8c31NBq8xneZIkcPtzBFwXBjQKSsnTci4NnPewEvf8mLHhVmBkpKfuAf/F2e8czHI6bmGi9W21LYXU/MJDSsz14Zk6xjHRwmtSOlBhRroHOaJfXP9ddmTDKqdVA5DTz9vcXU507ir/f2hx4ANYGuUNx057P4su/5DsSjwN5TCsGrv/ar+bqvezmDccb84cMICtKN82yeP8/CkWVQbTsvUwE1b3o1ATwVtAKIA4iVIFYQaIMKQoJukzSQJFRlnOROUZqmSANhK6Sx0CAIJa1WQDMQdCPoBPa5yvlIiDxDDEaIc5vkW5pkAJmrcB8txwNjT6PUe4fnFRLsltAJVT3P6qJCwBNe+nx+5Pt+kHgfHcSua2t47rO/htd809+j07XF02xDd94yTJubOefO9UmywqpXY4kKLItWgpkJqRdbDd55Xe/Ub95+U16m8axSytl7ViAmCAJCB16ztEALiRQGoQVIH9rEvc99i8F6S3tDDCmgEyMOL9I8ukzYbmOCgPzilmV6Maj1Ma9+9Tdz60u/9mqKeU/lWc94Cd/6Lf+IY4cOIoVAa0NvkJIVGYtzcxMNSMoZnuzXMtkJYd2SL+U45IeGwEZDF0HgAlQGiCBEOSAqisDa4UrHB0y1FYllB1vOVEDWrDa8WlobMLGw79rqWTDaVCzdtMyrvuFbeeJzX3oNGb52ecqTns+rXvEaWlFE09k3hkVClPURRe52dcIZrzI5Al0dafOolkjBsTl4wgE42LH2n3MY5poBX/Gqb+PEkx95VeDTbnscP/Dt/5AwDOguryBkgFGQD4cMzp9Gh7YdXxXonJbrBT6vdqdSKTHJkGS9Rxhax7/5xS4y6hAqxbe/5tXcesMjz6B9xYuez3d+57cjml032FUVY4yhyDLSjXWK3hrkY2ZVnAd2HvT5OcMX3xgLFMbYuMKZO3JjnVSyYpIl9c+cAKY1gDoNMusMambsOwbGOqVMXwezwUplXGYlwAJkq2IWLMomf/u7vpsnvfT5V1C6+yOPv+lG/s0Pv5beWBPPz6OiFiYdM+gNmVtZIGi0sZykzTvucxvodEeTCvApAzqzGCNoBSjHdoKdMyisQ5LKDEoqWnNNYikqZyWnHY2lPZpdaM0bVDaw+CEI0UYyGti68m3EA0+/9PEg2bc236YUtl42qMDnTBEC2Yj4+m/9u7zwmftn8nfdgGenvcR3/aPvZ2GxTRRKG+4khKKAcQKbWxmjUQJAIw6JQhvjSmA12cAUvzxNqe0+IkshCJTaNdC4MRpT5JgiJwgUURQQxRFhHBM1GgRhWHqtCSExHpnMGM1jKkrci/B2j1KgEZgwpLm4QHvxANkgoUgyN/AEHIpbfNt3/BOi+aVd87Wfsjh/kH/22h9jfr5LIwowBaRZwermJsPxEBsoXpSq6HK1VTJqXNtEKSUEsTWf2FFqa7wgshR63EA0GohGE5otaHVQjYbdiYrI6f+315lXFXnLYYnVbJbNzmXOGIFptDBphkly0lxAp8HRm4/xjd/yWpqtzjVk+uql01rgu7/9hzl84CBtBbHIaWQ9onzo7FUFdihN7UpompmeoOe/WMQghCEO4MQ83L4Cyw1rVnHs0CKv+M4fJWwtPGKp6zQa/Mvv+MfEjYh2d45oYdGW/yChf+Y0RZ4hpKwWDFcidVrtUtTVHonBaj5M4Ui+WXrjne41Bl1o9wyD0JqVY0vW5tMUNJsRN544zr947T9mrvPIbV27OD/Hj/zg99I+cpwKXoDRmmQwYPP0abYefph0cwOTZzXvj6ogDD4G5iSA8FWVUTGV/rMEkYUFnnlR/T7NmPrr6uB0Fvgs/9b2+nRGuvz76zJN+wCkaFJTkBltd+nD2nveMHeIV/2bf05j4ZELFxiFIT/0/f+EA8eOc/7cGstHbyRLUsZbG0gpWTh8FOF2H7R5qbqLB54RzoEKq19t4qNA2/aupHL2nqIMM6Xcb1KC0hplIAwDFudCOkIQu/HWNxGv2hcSpM4xW31rQqYLRJ4hA2Onr1raPM7wZvowOaT77x58bmIdjmaynkWBKAqWDx7g+7/3tTTi2Wz+tcp1A55f/3XfzJ1PfiKdVozUwjrZ5HY1UGhDkRsM0G23OXQwJo6gcNawJYM2MfBOs5q7ixCCyDGWO4lORmTrZ8jWz9JqC+YWYxaOH2Hp5ptZuuUW5m+4gfnjx1g+tsTy0QWrOc8LdLlNZ1WNfpUxrW4XAciWswQQYIRAxTYo/XCYYwTIQKGk4iUveT4v/NpXX2YJ761IqXjNq/8JT3ryHcx3WgRSYAyMxwWbgz5KSbrtpgWdTltbBovfS1W79Ma9l6jj0unLsZ1RBHEMkQWgYm4OtbQMagXEAWrbX03IhKodx3wKq2oXjlqQoUCEARhBMSzQGkZaQLPJs57/El74Za/kkUBvL3/pN/Li576AroKWGdEs+gQ6s4AzcFOdyCvm3X9OL5O/6MQOsVIaFpuG2w8Kbj0AByR8yXNfyDO+7DWPSKqkELzyRS/jJc9/ASoI6CwdQATWPMRkdiumxuIS4fLiVcVWNdr6z5msAoNXJdNWTZcQXVgQY+CKFp9GazZPnWLYG5aefVJBMH8YlKYRR7Q6C3zVV7+cr/+Kl6EeoT3qX/O3vpbnfOnLECpyqiwosoSNUydZPXWKpN+n8I6NWpMlHrpNAs868Ntmd1ljKwsDOdYULc/cZ2EoCoPGlOAwZRI4ZtoCysJMOgjpWe/L3WEm0zPL036n7xmGdRJGo4uYIi8da1pC8vwXvIQvefXXXUOpX5t8+fOfxdd//VcxHmUIEXD68w/whQ9/lPULa8wfWEKF7VJN5/ObsZ3tjKjCJcbunDCgc2F3JooEgRCEWGAaOY2tUjbWp5SSVjskDmU5NdZNLrR/hzDQH9twd0IgCg1rGyiTTEyFEljCgmEPgn06BRaUemDq85JhwWc9QvmE5DnSGL70ZS/lH33T37vqMt9NrkvPXV46zN/9pn+AUoJuu1EifK3tKnc00pxf2yCOYhbnFqxm1VRq2wnYPiGXT89IHyppF7WtdJ7vgZLWXjAMEcqG3xFSErbbNObmaC60ac63GG0N2Ly4SZ71wGwxbYZdVnaNEfTWAGELaFkNvTZgtCFZ7TM0oIUBY1g40Oab/+n30T1w6LLyuJdy4tgd/INv/24MBYvdDgIoNKxu9VEioNuYY64Vl/sQy5qlwwTifpTYDfqQWkJI7JAxewFiqDqvcJjMmxBIY1l4G1sjtEdvgHEmXLmEuZUu3/Bt38vC4vV1NDp26Fb+4Tf/ExabAW0zIjYJUhinC6rR0aLWGH1dPcYdiy4t9TFCEyrD8UV43CE43A74hm/9PrqHH3fdU3XzymF+6Dv+McMiIW61Ue02GEORp4x6GwRS0lheJmg2awPIFYhzatA5dkfg4uq6ozH2fnOZ9xeFPbxN9JWkW2tNkho0gu7hQxC03O2aNM/IMs3Rm27hu7/rO7np2PUfF2+78QZ+4LX/CNVqU/FUOaONC4z7fYzWCKVoLDRprrQZ9caIUFEp0614da6Ps1i3x0yAsYE0gWxsyPuGvAd5YshTBzwdmPTd1gc4H2IDiI+AXNkxyUWMo4Fl6to4ByB8XEqDTox9vjYz1fHTaw4PljQe7BoCYwf8LBvTTzZLsNZAsBS0+cYffC2Lt1x/M4mV5UW+77u/k6VjN6CEosg06WAAQjA/30ZEFdPpFwR+KPR5qMcr9UedSTSFdYYNYgtAm1Te7Mppd5WWKBUSdQJSIUp19zRPEwEtYyg2R4goQISB2yIagk4wMa1Og+EQQ4Shi6GNNd2LMLSZBNAS6/G+zdlIypK0aR1c5h9/5z/k6MG972fXYaoRfM1Xvoabbr6JTrtBFEkLPF2fzXPY2MgZp9bTq90W5daY23jioHrmlY7CwoVK2jVAqpRI55xC4I5ppk1gVbUqqMX6VJURYE262AbhYU491doDNWUBnTESUxiyAkRTUhiBHCU8/WmP54V/6zVXnN9rESEEX/dVr+bgoUUCqQiEwjlDozNBK+zQjjuTKvZZalrD9Uz2nohf55SrR+HqzhGqlS2BgEYXYWSpk9HDjEDB45/xFF745V9z/dIsFa/8qm/jjptP0DEJMQlC5CALazjkmU3lqFtZuE+q+nmM1dPly3TGLPMrRMahebj9CDz5tpt5/tf9w5pNz/VJ1Ste/FIWV5ZRjZjFEycgDDGDLfpnH6Lf20DFu5mYXFqMqUBgUTjPWoOLJ1wdRu9wzg9nxp0vtl/nr61L4VTBV+JopJ1NpFQSg1O56wIZzoEMrUo7UJiiIBmPePxTnslLXvi86+popKTkO//O3+KWJz8Zob3biQWeOs8JGhGLxw6yfNMJ2osdjNHoonCc5Hbnomn1uGcth1h7yzxzR4IDnAVFnpPnhT0KvaMa3duB5oVnTCswWU9J6WSUFuSjgkybmer/6bBK0+fHaDb0iGR9DVNoiiLHUJkudUXIU26/kxf+/b9ThQ25DqKk5Nte+dU85wXPBiPZXN+yKvEgoNlqELUaEEbUG6mfyT3grAPPOpsIrgVoZxUWum2IqeZ840gZlQsUAqUEaSDoYRcYdetBDzqlgCLJ0YVBBBIhDSIboWKBiJQn2UtHLltXBoVxtp6mPJdiSI1BFHlpGlAHn32muqef6KSEIOBxz3gK3/yqb9zzfrbvLWBp8RB/+5XfihCGbtsGc/cDmQoMg6FhMBra8ALNiJb37PADlgeddRu0q5B6cPgdRQUYFWKEB54eUE48yerLhUKqgCBQCNzWL7Vrvaq9TiqVWNphAS3ASJCxIGh30RsDdKYRwrKg+eaY+UjxTd/+9+ksH7y6jF+FHFg6ymu+8e9R6IxWFBMoq2ZPU81gmBIoRbcdErhtTD3ALFXs0wz1YwjUNNm+AlU4nCYot5hUkUBEEYwzVK5t4Pw4YLyR0F1q8vXf/p105xevS5oPH7iJr/uyr2VB5TTMGFGMQCdVg7NbbVh1uzAV6wkzbEGuS5IfQfEZHCPEgKMLOXfeGPLlX/kKOgdvu26pOLS4xDe/4pUEccShQ0cJogjI0aM+uQsurZpNhFcnGy4PyNXU4lobstweiTvGQxj1DMOeYdSDcR+SgT3GA0iG9hgPLegBQIKMrHnQeAyDAQz60O/ZY9iDUR+Gfftp9JU0I5tgo3OSzXVEPiaMAsLuIkYbZxpidRDNbpO4GbJ65mGaseIbX/VKVpavTx8DWFla4Bu+4euQYYBxbifGQDoc0Ixg+fgyrbm2JSOMJh+lFEWBTscUybiKBU1lQzit0p7wbPfqbwc2izwnLwr3t/vODsBTT6rPd1Lrl+8q7PO9Wn768PEsffPa5glvoJDWsLTYHDDe3CLXRTl+hsCibPGKv/0qOtexzpYX53jxi17E3MGjpMM+aZpw9NZjHLvlMPPzDQaDMUbYhu7zplxep0GnZzCn1+tWlW5Bp2dDw9pzlAGZOUuwSKCcDei0ab3BbfpsDMkgBWPcHu8CgUF0YwrtiSp7T0x9WLCmFwZDPxtxeu1+RkmPi1vneWDtAYo8ITJmAlBrKnvPaRFCELVbfN/3fB83Hjm6V1UCXAfg+bUv/2ZuuPEEUhrCILAqWb9SNpBnOXmW0YliDh0MaTQoa2KCRbtGRxXhtoba1atdKEwRoIsAaIGYowrJWhdrYhw2moSRQicZOjcYM5nAOv6abmRggWeBsKp2cOE3IIgVYq5FNi5QwFOecQfP+5pXXX3mr1C+6qWv4nG3naA/GBMHYclsFNqgVMD8XIv5bgOJBZ5iVl1dq2PRIyA7Jb/0cHf5NIAMQTYUSIXRDtdFoI0iHcPtT306T3vBl12XdL/w2S/lzhtXaIsxwoytXlQKR0XlFmzKWsvzGZk2aP2ilfrQXvchzhBscsPimFc89zjP+JLrU18A3/Syr+CmEzeSmYJobt6y0W7yT4uczsGDRIsLtUW4VznsTh8asKYfCWRjG8YlySHNDWkO6ciQZR6UeLvBCqRkte/aIY36mFUUFpBm+eQ9yag6ogCa0ZU0KYOMQlAKrTU6S4m6i4TtZcrpUQjCKOTgSkSgNJsXH2Zl5SCvePlLrqb4r0pe87Vfxi13PJHeRo8ss9AxHW5x/gunkDq3pi0llxkglEIGmnR9jfHF1QkfgOkQR5opsGec81DhQKEuyHVBUTi20zOfbPdA10DhNGlFUZ0fw0yQWgB5oe17jGXL0qn0JFPPT6m2ZewnQwb9DYrc+ihoXZDVgLYdUwVNIXnS427nOa+6ftqgv/Xyl/CUZz2NcX+Lk/d9gUPHljlwbIV2K0QXmsZcF1Gz969PWZ4w8kCyzhTWrze40JA1trPOmkZYwkJFbh4pbLikwFjzrfp84209x1tDpM6QRYooUoQSyK4FR6b27nk8yLWAM2HMgC2SYkR/uMa5i/eytXmGcTLk5On7KNKx3V+eCkz7MF2zRCA4fvstfMsr9hZ/7Ot0szh3gFd/w9/j8OEucRwQhoE1xHWgM01hY2ODdDS28SAlSGUHWmGc5msvQIyxLxUuJuRuj5KlHeh2FtOK60ZCEbSaxLHCjPv0H77AaHVtYlXrBxNZa2DlIC6qxmnVWBKMROcajUDEIamW9HsZjWbIK/7ON9NYPHANhXB50oibvOYb/x5SgdCCRhTW0ilZWVpyQePlJOCsM52+mOqfjxHx00ZdBVKaElCBbCFBtUPE0qJdjxqQSiIaEfnmmDCMePlX/S3C8NrUpZeSKIx51Ze+nOVYE4jCahTK2Keeiq4lPgwgDu1WPtOahMdYXV25+EzWaHoEgj6PO6L4+9/4dQT7XF8AjSjiFS/7Ulb7m8wdPIiII4zRpKMhF7fWieKYqNWqYsJqg85yinFKvrZGMejvynp6m85k7IBKkVPkBUVekBfF1HcHPmtAsgSe9YB/DvwWhb2+cA4u09/z3DAaGwt4/GZuu7YrgfV+GqF1gS402unuRRlwNnM0qkLFMY2GBJ0RhvClL3khjWs0SbgcacYR3/QNX4fGMNy4iApaIEAXY7erXgSBU2aKABN00QQYU1BojWxUzitQzQ3TzGcJBiUUTShaILqKYDkknGuhui1MDsWoIE+KMsanB4RlqxYQtCHo2G1jvXrYX58BmTGMR4bx0JDnGXmRk4+ymfE+9dQ5UTvXH/a4eOEUG+fPkCQjjFIUziQCvB2pTUNXRrz81V9PuE/e0nVpxhFf/tIv5eCRZfrr6ygpaM3PIzTkWYFUAWGzxbRnZV3R6sGm2nZVbYpzmrBAOGum2jWlCX1o/TmkAL0JxToMRjBKIHVcgQ80IrICUVi2U+jCHkLbkGq6mnMbUDoxta3elTFDEkasb56CzJqA6GxMIABhOPXwF+j11sCBT89++j38tokAEUq+4VWvphHtXT/bV+D54i/5Wp7x9DuJY8FgNLKkSw2uD4cFw2GCQBBGQVmgxlButyj84HeNk6IAhFKIXRjP8ppd9gafuN5x7MqBWZ0kE797fqUeWqGc4105GAGyIZBRBEbB1phcg2pItFSMxna1+Iw7bufxz//Sq8j5lcmLn/fVPPuZTyfPNQqF8vY4GkC40C4Wv/g8ll+mTZkeg0DG1099kKmvMEsc5x3thQ0p5UlFoQT55ohiY8ydz30Jdzz7Rfua3qfedicvfNIdhCXoVHbvz7oDkT8C97tnPBFV5r6oGU+YrMW6VZUdlKQc87e/4lk8+c6n73tKXva0Z/KUO+6gMz9P98BBRJbCoE8+2CTJM7uAkYLxcMhgY4PVhx5g7YH7Wb//XpLzZ9GDoc3PDuBTa8+W6RJ05iUAnVTXFoWmKIzdxKKogGUJPCdi9ECRG4pC22fn2tkaGnfeuPPGOjVdrhe9yaAYkmQ5o0wzTDTD/oBRv4/Rxi7mRY4gorlwmEZ3CYGmESlO3HiMFz13/+vsy57/LJ7x3GczGIwZJiCDGEyO0Tmy0UHMH6OK7GgnsfHWhmVwtYVq9TmlDuTqf3v7ylxC0QbdFoi5EBMpCiPRWtjyn1K1F1OfWoCW9ihEzZazdmQGkmFBMrTPKXSGHqeAt4SunJ08IzbJ0BoKDGF7zsYuzXO7aAgVWmiyzCpxS7t5A+QJT3z8rTzpJc/d0/qZJS95/jO4447bCYOQ4WBEZ66LilvWTlnYXQzTjT46N2WePXj3Npo7sZx18TE4Z/n/leZ2yoLTkkdzTgRZYTUT4y1DelGTXyjQfWucK4TdEVAIgZpr27nJm3xhnYls2RqHMSRzdAi1osgSTJbaTV4aMWEcM3/0KGGrxerF02xtnEcU+QSgTtl5PfuUZz+d59yxd/3sKoJ0XJ4IIfjSL/1yFlYUSZZXns81GyWtLb3fbHY5tNIhCqFI3AqiWYGzPbEV9AazlwrBoZRDvpfxMiEdmHX20lPPLud8Ua2g6pS2/x4GWHZD2AFLG5sMESi0sZ1hbmWOFz33BXz8L14/obLZSxFC8sqv+bs0Wor1zcw2Wldn2qvc3OquyK06SFDzyfgiYc7qeA2cYtYNKr4+jLSEeD2/QkDYhqIZkK+NaDW6vOjlr+QTf3MXZtoDY0/SKXjVS7+SJb/dmjcMd+2oNCYujzqUFo9J569rl7qVVubKxFpjzXULvu0bX8nHPvIBLssj5ipECMErX/oyhiZnvrOALHLIEgyGzX4fY2AwHNG7736KzMb1lVISCBumRUtpgUyBte+oLx6cVA5DGqUMUSxd1YupvTUEjYbbqGNGjitnukrmFwQGQZEbRmMNBqw7UPWAQFV2fzMfPN3mbEw9Nx9ocmM4/cAD9llxzOKBOeaXF1CBQkUNWsvH0Ciy4jSIgJc+/xm87a8+MKFt2ktpxjHf9S3fCI0WD332IeJmC5CQDtk4t4qMOi5G7qRkeVHGJS2m+r8Hmh4Qitr5ellKLHAUYMNhadxioUAUcptiyUw9Dyadguqfxr2x8EaDRYHRurxIYIkRD2ip3evJlAKNprD2hVpjjEEiLAB1anv/LAucMsJRwld9x2v4zLvfTzqeJGv2SqQQfP1XfhlHbzrGcKtPTsziDU9AyNhuANLbsj4KRiCUmliW1qmpy4kyt9OUV97r5tDUgwADJrRziNGAdMWfCHSuKcZ9ZG7DcVntmkQ2IpDC+oW4R9q4CrYmCwwSSUzMslhCt4Zs5ueJFxZQccQKc7RUi+JQh7TfY239NGk24vCB44RCoYQo63lWnsNum2951bfwno9/2IaPvEbZN+B5YPkwX/3yl9HqClYfSlia7xAGzlQJuxpOM0NSjDnYPUKjESGlKLddLGvTsHPNXol4pvNSwPNKYsM5VzZRCJQyNqB8TbwXmWtbE9kwHtBhAZx2wMCr3sMIxFyTfH1EFoFoBzz3+S/kt5YPsnXx3OWn8Qrk0MpRXvailzpD6YDuYogU1S5MYQhx0wJl48JBinrGphHbY1Bm2eLWcZv/NBJ0BGLOmUpgF0oyFATHuhRrAWxkPPsrvoGF//YfWD/38J6n9dDyCl/5nOcRBrICnFJOJtbLdGZ8Hc3SIX1RSj2Dksp22y0y3Wz6lV/+PA7+wkHOn92nPrawyHOe+hRSAe2FBRiPMFIwTEb0RiNyrUmLAiklUgikQ4pauO11jcF4oDANOh3iiJzHQdiMXShcwRWPoTOuFYhyq/gwtKB1J5nAgJ4+g8kNpUXtYl0ghAUv2sW/1MaQDQaMB31Wz1ygs9Bh8cACjU6bzoFjBI02w2HGU+98IivLC5y/uH4FGbx8WVqY4znPfhq9jS3SNOfYTcuAhmxInuY0mpJqovLsmaE/1gRotw6cBMUeINZBocDOBSXwdE3TQ1bjbigK6y0vtCytlYup59arrwSz06mUwkZVSbwRf4HUpiJ8xKQiq/5c+xyBJEeHOe1jhxHjnCItGOcJhZDkRY42ptyzvABCFAxS7rjzDtoL86Rnz19xfVyOHDl0gOc+65nIqMHZU+dYOnIrKnS7C+oCgUHKgCCabd/pwfWlrPym75k+V9qJCtv0s5Z19hq5sjUeSBbOgUjYDVmMEAjnXCSUIAolSlUsdGgsy2qlIEejkEgUUkiWFo+wOH8QJQQJKR3RpkWAFpB1FggbLTb653m4WONQME/bRAhhtwrdphMWAiEMX/7VX8GBn5vn/PrqZdTA7rJvEOEZT3gKx08cIM8hGWd4+CKw48w4hY3Nnh1c6ztzCKyafXqCvFaps507sZmlAZ+4PMZTxhDPIxrWk1FOhYnwyZ/GZNtAjQSUQDaa5BsjkpEhLUAGoMc5gzM5xVhyfHmBm5/8pCvO+uXKs+78ElYOzKONQCpREmcGSs89JZkYmMoVXT3T+0M8XBfx+92W650a0zth0+pFWguJDBjn1psUIQgXm4TLLZbnF7n16fujVnrqnU/ipqOHkUFovZ8DuX2U9O3YU9ZKVoZIX/Rg04tXMk6HwvaVaZG3CEJuueUodz77afuWkjuefDvNxXkOHDxIGEUURcHJc2e4/8xpxllWskYeeFnTSkPYbNHsdGkfPkK4tGjNJrx4+kqDKLB2YAYUAqlrlFXdENBM3jeh+zU7XFeX3e6vOxy6a8s4oF4XXBfVhGiZueUl4nbL5h9KAGq0Jh2NuHDqPA9++l50fxWBodHpcujoMZqtOW66/YnXVjG7yJc87U7mF5ZIxilBCEGoEI4hbHQ6LBxccQVRwb8iS8mz3LK4Wk8Ace9AMsuGUpvq8P5ktg1U2pbCQKGFPYwFMompHH78ZwKkBrYMbBrYTDRb5zPGg4JxP2XcT8lGCcV4jC4KdKAojLELaTOZrmlnoyrdBi00shHQWljg0Moxlo4coNFt01u/WDJylj3VZElKgGBORTzhWU/dtzp78Zc8lc7cHFGoKHJD3GiU7dFkY2s3iUI12xMmEPV5+Uqhx25rOwFVVBRVU8AGIJugutA4ANG8JIgjgkajxEUyUIQLrYk+5T3tJ830hUu3IBCKWMW0ZZMlMQ8EpAgCBA0BjTAiFAH5YMDI2FWhB8nTo6TPwNHHneDJT3zGFZbKbNk34Pns576AuBmhczuAFIWp4r1ZzQpZnhFHDeIwKAu03Bt71tLtauVKAeUVPdc6IUmlkLuwpYZK3T4BOh3QFiF215I0Lweb1rwiWmpghCC5qIlkkzuf9ry9S/+U3PGEp9BoBtazXll8YmrL5WnN7IR1QX2i+iKQ+qLBb/0nqSb1sg6FUyk6kJ4VkAvQCGQzYGGlyW137P0AK6Tg6Y9/Mu1Wy1LQoaq1cZf42O5dbxuUrjIGtZmNL5o62138dO+nUJisZfsZt9u88OlPpe4IslcipOAFT38auJjCG71N7j35ABtbmzbsjjFIqWh1OiwsLbO4uMSxm27l2G23c/DmW5k7cpSw2ULF8eRYVkMIfqtKU1Rgb2Z8nIm4PTO+Twd8hO1AdNqwcPrZurptm265LjJABDGt5cMcfdzjuPlJT+TmO57AgcOHWT58kM58F6kU2hi0LiAdYPQIISBuxhw+fIjnPedp+1NnQvKspzyNjUHK+uam20Y5tINA5wArN93sHGXqHckwHPRJx2O01ggpaXQXy2vq4YnqrGfJgPnmqGyW/DxRYnxt0NrYHf+0nUt9HNBZXuuJtsc4M4z7BZtnEjYe3GTjwU3GF7bQm1sUWqPnOohOk4ayDkn1dcUQ7whlvaerT9BoC0DRjoywxIXW1gpUAIEDn3mWUowT2mHEnU+900GlvZcn3H4b7fk5QFGYgM7cHH7wE0oiowgVhtbhmNmg8UqVBLuJnzvr5FNphifs8B00BNEctJa6tA4cIGx1HCgWZcQc7XFSLY02oKPCG14IBCEBAcqWurB2oj46gUDYYPNCIMaZ3eZUaGrNrkxzXRrtmJe97MV7Uh77AjwbcZOvesnLEUqQJZo0TWmEUc25yA4gxhgCJZibg6ZzcvOmjnumYt93sR7uQknkjIFvVmOrA09te2UNkZqys+dS0DjQIFxqYJREioDnvuB5RI3GnueiETf4ihe+DBlYqr8ZC2sD42QadALlzlITphGPiTrbXep15k/UMV19RPYxC+s4wAgbzkQEgjAQPPfLvpww3ts6i8KI5z3tmag4QgQS4xOncO6V0nq3T2RMTM4mQBkQ7nLlegLVPX3XNGLySqX6UlAigogXvOBLiKNZYdSuTaIw5CmPfzxb4zEnz57hCw89QJqlhFFEq93i2NHD3Hbbrdxw4wkOHT7CyoGDNOKYKIqtGs7HNWNqweABpwN82h2mBkZ3BZ+THiPbgel0MHiHmOogd+a9urrep2ni/IRohNBIaYibMc12iyMnbuTYzTdw4vG3cOtTbufYLQeJ2zFpmmO3EMtoNgLCIOJlL3ou0T7UWRyFvOC5z2Rjs0ehCwSCRuwmKKWst7GoFw4UyYhk8yKFMTTnOhy86QbC+phdYzTrzOLMQ7gDd63GgU7tHJcqU58dD0f02Gu1jR5Q3j951KtlmtD2hwWTGgXEKLq06NBCoRDG8m7aGMdcW4hqF+12Vy4BFL0BT3/ecwjjva+zZiPmhc95OkEzZjzcYm5hvoqHCwiVIeIGMghBbbc23GvAWTdT8MDOh2fy7yp3MEa4uURUzkVK2e5VVPfPT6VR1P6vlgW4sjdlSKi6DXGnu8DS0mEKU9A3ySXybSe4l3/F19GIm9dcLvsCPB93/EZuufVWawaTGfIiJw4DO166Y9AfkaUZrUZoHW094Cxrgke/OtD3zCCEIJho3F7kjKNewb6ji0hgNwQvkM6/qdAglLXxMCEEcw1uuuk2jt5+055n5XHHbuDmWx5XamOhqivvJFAOSleIVR6LUmc0xS5/gy2jvKC01ynNE1zE4aMnbuXYrTfsafrmFxZ4wsoxRBjYYcbkGLm9Ymx67KQyHvVIBlvkgwF6NIRxUmEvf/Hlyn4C0Eny6BoeosmGPZKtTatK9B7SpfiarEUBEJInHj/E3OLiVSd/Jzl0fIXbjh4n0QVbgz4CWFpc5HG338bjbr2ZlQPLxFFk7TpdCLiSra5vFeTzZ0xlRVBjNycWQvWBZhpJTJetv36a0cypdLdel5vVnjX96d2zU2x0areXgak/c8dE6W0PlUoQNyNWji1yy53HaRw65ACDBqUII8WTbz9O98DeBrkGOLB4jFtvOUYYRRw+esgB57pFpT8sJDCmYLR6mrS/idaauNUijKLJ8YLt1VAHiaUDI0wCU+2bgjU/sMznZQBPd5/R3nTBTAFOU44R2pjJe+sA2eAAjWM3gQBFk5gmDVo0CEruzToYeXMRmx/NcHOdueVFwjDkhttv5sjc3vezleV5FhYPMLfYpr/Vp9H0zKEtfYOAVCN32T57L6Xk23CKKGAOWMDus76MDY0kATKNzguKLKNIU7vj4lwT6cyoPEgNhQevPmpAvRPi6ihHO/tP7SbzwBgMBZnJ6ed9ijQjO79BNhhQGO2c4Mx2EOpOnLjlGIcP3njNZbIvJX/7bU9i6eA8UKFrqBbrGNyevAk3HF2uqCKYmuWnPh9tYj2kQBeIRoNZ8UPqLGc9O35ysCBOIBoG1WpRjAal+naY2lALsbR3yVaL5cVFbrztiTzwic/uaVae+vg7WV5eqIhmD6aM/V5v9KY2uU1k9NFaT1coE8StmTw/67rp+btwIFQJa4qwtLzIiSfewQOf+fyepfEpT3giRw4fRktDXqQEKpjEGLqgt3mBPE8ZDDetGYg2RCqkHTSJFxeQnQ4QUW7mfDn153GPX2PNosKvReqA85pMbSwiG549yXhjk8QEZMbQXl4kimPmDywjQ1mbkBwApeDgsaM8++lP5S/edPaasjItdxy/iUbUICkMB5aXObS8TLvbrUK8mUnmDJgcPLxayDik4TUs49q1TPVLmKyj7TTJVUsJJt076gvT6fd7Mn57pOqc7bp3qCq/mjQEuMFIVoNSEKBUwNJSh2fccRNvffj+a8vUlDzxcSdYXFpAtgIK1WD9ot9ksD7R+1EeTJGSDrcwprLVtdv0GeoVobULcyQq2AoV0JN1ptM+2c6f2qvaNcIxnvV69GuR+vrBNysPSRBuMWMoUalPp3FgFmyi6i2yAsjaAsuSU6sxbK5NNufabJ69QDrs0+rEaGPIdY7BoBoRYV4QdTvc8ITbePDC3jryPePO2+nOzaGUwmjB3PJy7Ve7MhJGQBRfVtjEaxFfD/XAL14kla9d5o4isfa3hS6g1bX10wwohCgbiY+9Of08TY5EEhCi0eQUaCNdjjVr6UWWg0VSmaGMIEkTTJKj05w0S7mYbyKVoik6tBDbWUkhWDiwxJPuuJMHTn7umsplX4Dnlz7n+QRxAAKKXCOFtCyaB6AGR8XbFl4W3vT486j3jnYpN7g9s/xAWfmFxdhsjJgkGTy4mxispayYDrcdW2agFUM3Bikk+abk6S97Ie9+wxv3NCfPetLTCOOoGqRmqsNc2gUToSDRTAKRvQYjj7TURl1vl2MAsQtzZIBU2zIKo5DHP+MpvOuP/njPknTD4grNho1ILArIdY7OM+LQWq73Ni5yvncO45z3pFSEMigZi4rOZrJRXqLuJrCRcNinfv/VSr0MvTbZzaBil83GLv1QgzaabDRmXGgGvQHGGEaLJzn0+McTNDpM7OqEIGw2OHFk5erzsoPccNMREJIn3HqCubm50jG9Ct8mXLA/58UXw4QNh0+i1g7ryDoyKW2NBds/Tf3+q6mnacqOyb9L/Gl2uM6l0Vt7eDA6qYicemgd3BmYHGQkUIDULB87CEmPA4ePXXG2LiWPu+lmGg2JbjXQY1ha6SJC76M9Ae/KtBlTHWU/K/No82mMs8kUTJTfLDEadGbI0twBzwJtNEIba3EgJ4GIqN0HViEHoIUiW+7Y9tNzIWbSsdsbtUD0e2RZRN/dr7sNUArjNWDSwn/Xq5A16OmBp4egwtt46oIAu2f45nCdIlS0mk1CoxgFgptuPcF7/uq9V1c5O8hzn/FkGt02AGmSo5Qp+5guDNlWQtiIXD1eX5kxVZRKAlt3TsUuJEIFCKGhE1k7YFGp2uu7y5uyVqpnCgwauynAxa2LNKM2Iz1kOOoTphKlAkbrm3QW5uksdEmGY1JtCBoxSauFFJoGqkyTlyhW3H7rE/jzayyHPYd2Qghuvu2WMgzIcDym02ygpChXX1v9MefX1+xA6ftk3fB8Lyay6yF+8Jd+xbu7VztTnyX4NHbSyDWYJEP3EqcaASMMaWYIY4hiA1Jx80237WnZCAQnbr7FxqKr9Ywy9JWptH71fJWT2/9jMmHrWWA9iYtaPdfKsHA33HLbE/bw/YKvefHLkEFAbgpWB+ucuniarMjLKUA7xqWeHNv/pidFdla9Urux3j+9zd9+VX7dJsVAkdnjysM0+nxWUMWXQZHnFEnfPdSGirb2igVIxSu//qv31A8RAc95zjM4ceQInVbTNqIgQAShjZ0Whjbwv1IuoX4F6NmpWicsVe+U44Te6SgsA++/+8/SPvNyj5odqX+f35Jx1nuKom5XOJmeyV0/pxXDk9xa+bcAC6/8nsrWJUcIQbMZ0+y2ePLTnrmHFWblyXc8CcIAEQQM+yOM1m6N4NNICS6LdMRwc43RKKfQcOz4It2FA6DmqUKxu1xrWw7bPNmn3u+rXeem3NXJ91/tPNDrnu8e1NfXllVXtzFYjVSYVhvT7GAaLUzcsO8ZDcmHI8b9hHE/IU+11d64bFYW0QEC5WJ4VgOHxJOpDn4ay4VmFBhhCFVAoQviMCSOIpSUPPGJj9/T+hIC7nj8rYAgjBcI4xCRb1blqQ1FUlR97TpIXRNV9xj3f3u/vHLhKIQFnVJM+FCI2sMqHGEXAAGCJiGCgjFDMpNgtKY/6rE12uTchVNsPXCerDeiv77BeDSguTLHwsICnU7XtRdNYKCDJEKST0Rvde+TcPNtN19zmewL5G90VxACisKgC4PRAl1U4XmKQpNl2bbCnKkGelQjG0f96Tq8FNNXbPtl21Vi8mpTgE5cJx4U5MKQNULL/BiDEF1qPMaeZKOzsOLih7mJKa8YJ/P/GMC8lrwKYU11paIMDiwENNoHKTvAHkgjisnyhAfXz5AUCZGMS6BUpCkYy5ALYdnOdrNjJ00EiU4J85QQbR2R6sTNrMwbrL2esu0CbVnIHZ2IZy3rL/XbjPeKAPIEssRpnOaugP1Mx5jRGjpN0UD3QJet9YFVJeY5GEPS7xPPHaLskXnG4OSDxEtzzlN57/qYlJIjUdc6CoUhxDFSBVRuy/5Vu6H/WvsRZgKvGXCxgLcX5cQYy3YCtf6GWeeBMu7wrOsnFqtTf/vbvP/NdHjZquHV/55mEv3Ns37TTsGkuOPEPELIPdusQQjBrTcvIJoNjJRkSYopw1j5tLg96YoNRlvrnHvgJL0+tDoNVuZaxK15F/ojoZ7zCTKU2rDgQeOM68qF5PTC0X0th5epZ9brafo929FpdVF97YNhotQtU1cBTheQzAKKoqBIUkxhkO59hdYUukAXBVme2XUXsHD7XrPUgmaz5VKo6HQaBFGravTGIEPltqN9ZGY1/1bPt3k1ew7oQCGa0ka6aQlErmxoQ/d7YWrstvA8syeDLM+5xRrJYMzaAxdsoPpQoIxESUUrbNC95Qht0UBjmFdt8jxHK42KA8JGTIRzEHM86nQpHbvhONc6Nu458IyCgHY7BmMZ/DSpLeDF7KROD4wz8NujU7waTPkEz/Zqn3X433bMpy+owpCmBeN2SKEExkiacUgQBuRptifZiIKAMJ6zzjF1zdas9E1XYN2gyP9e//5YqMeaCCyn4jRYdlD15Iax5VNcbp4cWyElSNUljAKy5NrrLOg2aSzPYbAqdpx6JstzeoMeWZ6RpkNW2os04xgVx4ggoDfok+ucJEvcjlS1ivb1OANMGv87lN7SSl+i6dY0i9uu821kN32LK3NTY9Iuf5hzDgSbqxTjBIPgwA3LHDhxCFRMsb7KuVNn6K1tEM1t0phfsgkNY2ujlucE88uI1hxmsHnJt12OLBya59Dxg8hmw246UUdkxiGGibG8BrL84Dm1QAWs6rWoAc/aJdOL223r+vr7rqSfmu11YXb4Xbi/S+DpzDOr9YOffqefNG27Mw1QKxFuv8KlQ8eI51YYb+6NzeBcZ5mVA0dB2nA2RaEtM12mu9JyGVPQX1t3oFBU4HCHNNcxH0wBQibBep29tNfOAIj+eVPv8HWxbc07Uaym/DQTL6peI2rpgspjunqUDYBuhKEpG/TNFkY7u1wMW6N1NtfO01Uxy61F0jxl7fzDHF1eZqnTZa3f260qLlsOLnU5emQFISSYkd1+1oFOYwz5cEi1Jcr1m5x249YmRFsyS0i/uBdl2GUPUGVtOIhQaAQJYzIMWZFhhKF3cZNkPEZqidCSxfllbrzpRhqygREQEpThlxKRIdshQkkCFZYJ24mPmOtaZ61r2Slsz4Hn8ZWDnDh2cGoAtSJq36RQhEFEINW2Pdz9pLM9hP6jUPxGrTvM2n6/V7DZcjtmVVtQek2Fxj6jRumIoIbhHIghanL8CTdy6MZDPHzvqT3Jwi1HjnDr0aNlGuuTlPQThmPylAvpIOrZ9VFs60TDDiDm0S4Cu6JsQbUrYQ5Fbusq15b8y52ascjtvsq5u9nbsIlanxQSbrz1MEduPMhDn7/2HYyWD66wcuww43RMp9GmETcZDEes9TdpNJsURY7OU1SjWYblgLqKHZRwq4xp4DlLjAU30lTqWqF3qV5jHdOEmBmtpNI37Tb2G0q1blFUrMtliwox1AEAKCUhkMjQRqAYD4ZkyYAG80AE402ScQJCs3z4OAsHDrK2R8Cz2WyysLBgHYnKPHukoF35e1ZGzACFojYDiOpvBwy0w6/ls6cWjxP25P5Vvm+7V162TICQbadnXiPcQsXo2rtxeZ+w8zBT36efPON3l+/ufJe42Wa8N1XG4sIBDhw4AjICI6s2uA2126/G6corQDYrT+6Mr4+dsgbleqQCqR5omgmzJ6Dqv/WidHjeTylCUGopzFRzKtOaZy5uj6wAp5lV6tv/MmVqXL+rZakVtjBG04wbdOM2PWMQGo4uHWB5fmHPgOfSgm0Dc4tNssSQJymDzT5BJDB5jlBjwrkGk1toXT/x6/363/5zmpCqR1Ap52UDC7X5WSGQCEZkbJlN1lc36G8NKMY5SIiiiEYrptVoEqnQ7200kaZM5sTNJsUwRWlRw12zo6wuLS0z11lks7d61eWw58Cz0+nQaXdK9kyi3CTnbFoKMIUkomEnzTC0sa8nBtnHiNQngerEtkumfy3XWxpwtmsmt/Y3qAZKKBvjS0AWSBjk5GsjiAOQik63S6vd3bNstNtzdOfmkcaCC+GARQl2XaKFcasw/zdsRx+z5orHoNSzUV/tCwOBobLtNBC5tl2/SSoLSLWbDLqdBZrteeDagedcs8VCu01vvU+nO0cQhAzFeHoenFz8GWf9WWc1fKwWYWxCd+l7PiKF21nPAvIdxGABqpC2PXk1YDmAenvRYBfc6Ygwby84zQhdepzwcQTdJD0TuU7xD7pgsz8kymPmjxyg24xZu9RrLlOiMKQTufh3RmM9NjxrNgEJJ1FiiQrN5HePGoxx6wcxwXBNMJy1c+XHjLZyVV3WA96Jh01VUw0gC2lK0wAxcdNuwJMZv9cPDcLQjiVRuHeAIgggalgGCh/ho172gDEaU2iS4ZjRMEUjOHhske7CInGrCcJ77VcrcWNA51ROO1gtinBjrz9XghRv47ldT74NeIraxurlnhHO3McIkI6wVYHtm6rdRJoG6VrOuLfhbtwCIRCdDkKEdrOz2pu9Wt0mTQAFlvEUDgbpOlrGGHuVLjTUyBQpBEErRoZ7xzCFUYQpCqLmHEo1ULrgwoNnaTc3iOKYxoEYGZYz8J6990qk3Gsht2NbXlssCIfIhJosc0Nl0tDAWkjZNmJtfodmgBGGYW9AMhojtAAJ3U6b5eUlWkGLmBAb6N+UbCdAQ9oNKTbzhCLPEcrGnJ1aWpVy8803cOTI8UcX8IyiBmFoE260QImAQBQTqgIrU5U+C509JmT3BM/6dbcmX79eCSgChck1+SCBIEItNIiiJlG4dwHJRRgQhCGhrubn3RimiUljeg6AHe97LEmJVWrfxeXkz4F3ZSq2WOYgiVBqb4IlS6Voq5CxsHbTMlDW6UBAXhR2dxd3Xihl3VqVpNFukeU5o/UxvX6PCGi0Wnb3jjCsb/5b5dOpcodDO3mFMUQNCHaZ34Ww1xgD46F9TOQ2UcLYAdd4AL+TuJEpzwzjvHCA2Ydc3k0MMMaYMaubKfFci1i4GVcEgIQgIghD0iSxLJXzEtdFUTLEShSoXXYiu1KJZEAU1Orfq9a3pR2LEETt+zToLMGpRX3lHD/5lClwV3s8TGxnCdMXXkKmQeo0iJ2VrekxYuaPzPjc6dz2N0YhhLutiK5QlJQEoS0YIQRKCbSnlkUISEw2Zrx6ji/cdxp0ThQFHL5hmSBecihvW/yoMtWlGru2lth+0WTdWtl5rpnJXM84563EpJBOgyWrxGhHS19GUdrlk0W9wlkZCmMQxptPaEbFgM3hBsPNdWSny8nzDzEejej3eiwsdlB76OQTBqFTJzp4LKrDg+NHXGr1XTqUGSwadQE9yxDmogo4JqgcvLzmVDhTldFw04ZPGmurj3fvyLKc8XgMCmRqdzISQiCxJghCCqIookOTXmBvMq6kfFKnJYojoujaFnh7Djz9Fk/Ajg13szeqsYX1m/c6NddLdk/4rr/OWFaYwRjm4qkLHXMjBLJUn+6RSOHspKoRrjbF2c+d5gNfj7NIi20z32NPSts0aocjQfz2drKWRyEs4PRx+LwJcKCsk89eiJICoSRRHNLuzhHMdZlHc37tPMPRFhJBqxnTnO9YtNftQhDQ6PdI1tdtMPkkIdeaqNtFNRp21p6OzWkoA5MniQOeod1Odbdqrdnxl7FgA1E90wNPNQt71Z8RghaaLM8d8FTOBqp24TbgpMGMMCalPypYaMUsrnTtRsjCsYzdLgsrCXmmyYap9V6KQjY31kiSjFa3jQwCpNy7xiulQHo1+/TKc+ZKVMz8OvG3K2jrIW3Q3paNWh3skJ5ZOTO7/bjtop1P10FtuWhz7JvE7/RTRq5k0kZn+gWXQj9VYu22xXtZZxKpqglYClFjHWvpMxpdaK7m1TvhRHEZF9VJivr3MiyvqNY3nvEsWW8z8ajqhstO9WWg0hJRVVqWLM/Y6K2TDBOGgz5hoG00lT0SpRRBEFZ5cZkvccks3HGdZbrrT3+/zNKdFAO6yDHeFsw9YHN1i16vjzACqe3uikopewSKqBlx49FjRDKi02iSiITABMQ0ysRMgHWDZfnLhcXVyf4EsvKTtYBmI7DouvZbHMUszAW0WyFh4APvcg3x+h4p8bnamRmZHlYllVpWmJqiTYCMBEWnA5HEm+AFIYiFCJlLBIqoK8g0XEXT3FFyCZgckTs/tiyH3CC9Grbw+90JO3krt9WYktUoN6YyaK05ljwW7TzdhkN0warD6uSymfiovEnd33WTkUFmrSMCAefHgkLv1YBnV6pSSlQQIqWi0WrDuntxLa1iyglhOOg7EKfRZfwbUzXU+m5hfhXu1Os2UoXtq1wCfNr3GXIXekkL7LaeODCqIbycuUtriqKw63BdTZ5i19FZgws7M9gasbjScfPNVOVhI2xYnF244NnG7kC2h5MhWNAilFulCFP1Df+9mv2ZQBV1mXGuzpyZqXOz7rksTLkbCzqjzLdBsV3ISgtAZhkUT69sL1X+9UZq//ZbDO6VeDvFXcHwVQ7DHgzW0UZ5zj23xE6Gmq22Py8coKJqMg5c1kum/o7pZlafk7dvBiK23Tdr/WPKb5eSsgFQuiZ5YLp3UxlCShZWFggCiZAxzcVjqJY1dRFKoeJ6+PXrK3W0EGDnFhNazY801mM9EFA4n4EM25cKbGiy+lzqy964AXo+6pKbBvHhBkWmHVkinA8KCCPBSAIREAiFlAohJSqQRKKBEpJuOEeqM7Q2ZGR24eV2ofJigDQpyPNHI/B0IgQ0GkHJAPkG1mm1iGNotSx7Amw3d9rDxri/ItjNC8r7bHoSqcRiNSbNa29kJCk6bWRUTawqArUYInWIySHs2M2S9lIyDLnJ7TtLQ1yPpgx+Ii/z640/ZW1ri7px+3RIvkd2gXnFUtZofQl6FRLVmkVDGfJibxq1nw7DuOGcVdwkhCAQErNtJwZKdFKPASi037HETNabA5/evswUla1v4Wwud/Nqr0tRaDt4SoGWwn7PZ8csnJFRtDEOHGoobM4nFqjTOKVM9HQA71kDi2BjdZOVG47abQO1KcMoGW0mAdS1iqgP3/VZfycEPQOA7dSXtuPp7Y+Z/WctfTN+2+ni6fO7JLEcQqBUqExmYae62U2my0yU/++lJsjuPJSByWyjRVvbOWM3K8wHQ4br61w8u0YrViwcWiHutJDhAqWx3m558+Xic1ErCmEq7OfV4hXwlOUOHtvu9QtDY5zxIJhAOs/8ajtkH0zI2/IbFEI5LZuKwehy3/Bpcd4I5VaNPmcSgyHHiMKy2gq0KEBoVCgJ55tIKcnz1PZhqTEmZ6/CXwEYo5lbaKECCTKiuXSE5rYV9SMnZbkJ0MpWmceTRe1zTEVcamOBp9/nYjIXGkTBXNzBoFloaFcjFjBWTcpGYIiICAgQSFeLBYKwfHBzyhzMx4Wuj15BEKJ2s7W6DNl74FnznN1JwgCyWRE0vsjFD7rbmIUpCXZYkHlmTeONMfdGcqPJTWYt3qnFFZxFStRHRx/mxdmala28Ngju79Lm0Siz66XQdq/wPRGtkUoxt3LIxWqSZGkKuuDYykGiRtPuQxwGlG7hAG7v5KJsP7X0eNDp+6Wvf2UHvEbHtr8gZsJBYJbUw7vkeW4/pSJ3C5Vixuu3ZbGwGvA8MZaZLXkSqtjdMxc2AowNvtw9sEwQCAhrcfxcRpMkIckzciQEIWvnVhkNxiwcXCZPUsvy7lV9gWOY89n9qkx6Hf1d/SQ5A7Je/k3TshMxWT81DW53IGyvXWaB9OpNuijQeu9AjNa6bHs2xALuu7Wy01lKOhjQ6w2Zn4vpLHZpdrsgmrVx0qc3p5524ZzvvLf/NKAQglIjJrCMubcRN4GCwu5QJrR7lYtNr8dQjN2rRgkYQ7HYgEARBNBs2et8IKgidYtKIRHSefu5+LJK2m0TvVbVKF+3BRJTi9ZSAX/fv4RPPAaEQSpB0AhRRpDneeldr3W10cVeSFEUFHmOKne6eHRPQGbq+9X2Gzus2AFbun/2mb6mrWuSfb53U/J3XsF7BEilEbPIjSuQPa+VNB2TJQmRadsJK3J91tRWdrMGJlO75osIiE5nZbqhzbzHA0zv/enaTRCAlpCkQ9J0tGdpHBUZAz1kqYjdWOm2F8kLu3KvT5bCsZ+mxoqaGvM5fXxRyU616SdEPXVUap0kKxjnezMpJnnGgJSFGh1it8GEOIpoNJpu/29tG1Ge2oaDoTCavB6sVTqXV5/kWscUAmjYIWq5Xcv1JerVaMhHzgM+t8yhaEM0Z38P5+wzdjN5HfcNox6ME22dpTBu0GN79J3yOZ4maiCl5tDjbqGqFzlxo3Yg3LgYM4VfCTv1ZVKEpHtUX2AnxLTIXBqZHAQnFnr+i7nsOaHsalMz1y7E5Mxn7Jm4deg0mXnpiXV3YDlj6T5xTZoJij0EnllunTOqRY+h5keOcIygqA+Q5c+SaiPE7VKxmO4KF9+0niN/WHvxyk5RODd1IUXJgnk/OG93br/76wV+Iwu//pLb2FQqW0v//Joqv55W4bg0MZFSXzOmumGiPKq/4zBGi4JGM6YVBZjs2tS2dcmzjCzPiMp+DzusUB8VIphMZV47yvW1AKQborU3W7J3GLf3URWVU7n2WPHQk4d/K9vqz0u95CYV7fZHJYZIMbymfO858BwNBwwGfdorS0hhfRa0cFveYbMYBFbNHoaWZPPmAko4kOVro27X8OhrM5clda0z1DCZA9qFcb9LMBEgIA8pQ8kEwg0SEqRjmoaDLYbDrT1L48W1Nc5trHLDoSWbWo/+jQadOI8S19r9vnnarq7siBa5qOoeiLq9ph+rlbar1AFmHfX480Xt70rOX1zn4ureBOcZjkcMx0Po2AFe6wJTFJXt13Rya8EA6yGVjPFqdlMlv367r0I/jvm541LVaiDPQWtDkRdoDMbIkuW4ZKswXqVv7TtLxlMbaws+nb/SdsV/1unQKfQzJaX3poQwjpEqREQFa6Mxg3Gy7fqrlVTnDIva8/ysDzX0UV+RT03cEzSmqK4t+6qYubtQXaaZyIkFhNjh1t0Qqcf5/l43piGYNKetVUHZ7nY1/p6eDKcXeLN+g2EWkF327g6XlizNSEau7UlFkWc2XIMU6DxnPBoxTnO7tWGJ6vw4WP97Mk/bAF/tUl9uwthx35sBSwnGoUsphf0uZBkqyR9aujnUYG2VTUWbOuXIRGrsc+0zxRTKlG7u0f4d5X3+X1UDlRd0LTx7af6jaIVNji8fI0SyGHdZG6/xwKmHUGlqdzHcqzrLUrIiw5o6eCO3R99c5FPlZw/vuZ7hbDqpgU7j8IHjERI/FQvA7R9VqcMrG1p/WFrCzk32Gm9lOu1Nar8lVMAzZnvpnTt/gQsXLl5T/vfc9eOBc+e47+TZCZNAL/Wgt4HDJj4uoN+msZy7/fEYZs38CialmgoL47I1GerM/q7ABNW9sH2IzQs4ee95zj10Yc/SmW72GW1s+WUv1WjG7P5at50rg9I5Vb3fpNn3nMea7MjUbls67PKQ2gTkJNlaJe1t7kkSR8MBg36/7EjFaEja36IVehstxQRV4b3Z/Ed5uMWFb4C+kU4Tt1dYjwYXoy6HvMgt+PT0/aWKzgMUrR3wtOCz0LoMXu/tTs30qm5H0Fk7DJCPGI1SEIK5hTnS0Zi0d4HW8jJBs8PcgSUGvR6jweDKMr6LnDs/4PSZDVIBA6WqJE97f0zQS7V2NBOplA8p/991ejVTEHx7M70y8evMWp3O1GZN4eSaZeIOCZg+Nw3gqk9jBFkaUBSCZP0kee/sVWZmu4zGQ/r9gXOs9GVm35uP+pw9fYbza33mFrscuu1W4vYcIMGsAyPsyO+PetqrYVbOqloHEP0wLGt/W783aR0/pCh/m/i9PPx1td/dOzyoFOWnqD1TIqQs9wovr8PDFYOs9SmJcHyaIXC1m+vMchjG0KTBnJpjrtGl2+wghaTIC7rLXQb9HqPxeM/qbHW9x+qFNVfUj17gWZfpIXHW37Xhm3U9iQ+q3GkMGZoEU0JZb/NpTQ/MxKA+OUkbbKsdUe3cN6svnzm/yrkL10ai7L2qPc8ZDIbV6hcmx/5d6t9MX/tFIDN5F1N9TnijTuXZzy2ekPKG4KPBmGwv1RP9IemGY1CVWyULLDU900WVWm/wE7oDONKDGSZBwaO331dyyTY3XZti6hMmJ9NapgfrMNqb3TmGGwM2L67DLVjWwzUUKezWfkKFtg4E0GyD1ugkYdDrWZtLDEbY0COVsZXLn2C7R7fX0tT7b72spi43xq8/jPVINwato0u3hVrRaufNrnVlt6fdir80HfPPCaYf4F9SB6Eau9m8hMFZtjYHKCVZOXKIZDDAFHnF1UjJxupZsv7GDgm9chmtr7N6/iInGzFr7Q7PGA7txhoVPUQhqhDcJZM5s7Bq6M6DFapLL6erzbzmSvtorah3aQ72nE/bBKCevsPndxpk+mFIWNvB+rUG1s4vEceSixcusLm5N4s7gI3eec6eP8Wd5gRe9VzRlT49giBUhC3rOGPT5XfeDtx3mAyNUcVi3Jbb2iuka+N23BdumDWOSZQIIVHuIZHzC8gDrOOOAZ1ndkweKwicxixiAsQUY2eJk4E0FvWaRgchJFJJy3i6i0PsIZm08ZO1HAgjLKMtTMWOltVY1fNwPIRQ89D5c5zb2rs6O7/W4/SZi9z6VA+sLgN4XEfZjb7Yablcinf0NEAIluNUiHJ8q+4yaAQK4xg8Q+EgeIhtiwavljdUDk2J+yVgZ3CoiwR9jQ5h+2J5m483rCOFb3GmZq8IVZBbs8Mntb8fPW3mqmQCcPqjDspn3GBwE2yNUSiL0gBmje2FdW2SJUltUHXLYKWcraejr6SoGRN5gCmqzHj85b2ka/P9Y6Yed03nNLCp+yP6QNF+OqH2u0HvoTopHSU8tHURhEAXKXmSEAYBWZ5NohA3WSMERmsG/QHGGfO32m0W23OIbgdkCKPc6tSknMSHHr8l7pG+CAImHHcNjvjWkGWG4djG3pQ2loed1PxY5duDL73CMB7bTqHzHAxs9Ub0BglBEDDXngNhCCJp/R58O8uYYmPN1Aum2U9RJrIeeicbD5FhhApjiiwHYfjkF85g0muzY5pImYH3b2oONkL6QcRamLOS+xBl1lLl/qhFJiQ3ZQkNbWZM2LW/Sw/nqsqvxKH7moHndD8R27/Wx60Jq4IdVNCzEmMM6EIx3GyB1HTm++VaCQzjUYN0HJGN26yeOr+no6LWBQ8+uIHRGtmIabUbZEIABUWRl/ak5YJFOH1onakuV2yT/FGdndxGepuaVZ5hoksD1nFEVMBTCAj9411IO6NBFDmmMJZwdbus+f7i+3GRWfBpMhtUnDDGBBadSr9nuJ8SyhxNqto98DSuLIbFwAHO+nlvZV2QkJHJDE3B8NTFPbXLBUMy7oHJQDiUPZGKR0bqqfBuT3748rOH1456dbumIp1K3KDrzxMYF7TfnvP/dK12DLr8W6BpoGmUzx+Ud1fvaYD3c99WasYYNs4+sAuAuTzZc1W7MYZ7HryXPHOFYSgb7yy4X9+9QcCkem8b5H/sycTqxdQaj8dtrgWU3x1I38ZeuHLQheahBx/Y03IxxvDHb/kLuyAIlPWG9vZBXtfjEyGxgceUt0hxq3sXNqPUf9aZ/MeCyv2yyrMOyepdc9aKqdZdjeEP/vANe+e9aeCDH/gQxmiElOSjEcN0RCtuEbba1gPHv35qUI9UDS36j3rDrJm6eC18faQ0mWVHqBPu7l3DTeivQm+t4OL6JutbfTqNLt3mPFEUVzTPVF7GQ83JLyQ8+IURX7hvjXvvW+XiWo9xOkZrTRiENOOIQFXOFG7+n9hufqq3MbNu8hFgWaOw1UZSsLU5YOmGW2h2FzA6Jx8N+OSHP3glNXIZYvjEZz7BVigwQnMqapA51GEQrKuIiypkUyruiZqM1ZTx3raDEm3aU4bYjAnIEcLsfutlHaYM9j7zdzn53atu66pjKatnBWTEZlSqdbej1mmw5ibKImC02SVPQ9JhTDqOLfuHQBeKwVYbowWjYcT7PvjpPa4z+MgnPu4avKHTtm3QMGI87pFlCanWbI0SVi+sk6UFWV5YRqrMh6IO2Xx2pYRQQFCqz62PgxRW6aSk7cZSud9VdV4pHwRcVte6Nyn3bKWsql1JC079UVfFK1W9RylRquaV2+yiVOX7+8qcyPKQNRjqvyFczNpQYKQuwy55gCoRRFFA3Aj58Ec+tqf1ZQx87GOfwWjbzyv2+ZEXP4x64wu/dWa5hSa7jF6mNvuI+rLaDtg2VknumE1v5wnWACJG00WzRE6DcwjuR3AKwQbQAwYuTQK7BbQy1QZIE3nIMz78wfddM/zYF8bzXe97D//w27+PIIoqO6yaTEzXs+Zsf33BpAXuY1B8oyptPPMKePqTvhxKNqkGOgV2MPFBu0lzPvaOd+95Oh9ePUdeZDaOoRBgAkhzStbMpXG7nYAHm9QWFmbSjAS2q2ofTWKmvs9M4/RQMGuIqCvPqq6V65yHz5zf0yTf/dl7GGdDGtFC6Y2qlCJoNu1+lqmBKABh0HlGlmWleqQKd1Zf/dWyhVtz+DoUVdv0IVzRk87kUNlrF4Wh0EWpchf+/omlM+VIa8rrCxez07YrY7QNaaM1QSCRQpQOhxPjSn10njkkSpvFIqW/2WfrwgaddsjKLbeiihFaG6SyNFF/7SIySPjC3XsPYu578AF6ec5CINhSirNRzPEsYz0IeDBqlAzRWAg+Hza4LU9o1RcrYuqLD4ypcoQY0hjnGCSJbJCpBrtRoLt1Q4FB5SlxOiKJWhRBiJl1x2X0ZYEh1GOiYoDUGiNaZCp2t/qBcPpB9u8iV4x7bbRWJZgdbrUR0hDGKYNekyyxOubRMOUz956+dIKuUE6eOUk2TglbKbLVYLR6wfYf4Zx8DGwOxmx+4UFOPXgaAczNxzSbMUIELB7oWJAZW7tJnzu/lvdaLaiRL1imU1IpnkQB2nc4hwbtzkr2Pj/yaOmuM9gbMSCFcyByp6CM9uQBrXEvMh6d4tavDm1OwmhR+2dZzsLNcgKBDGxQn6gZEsURElnzW7TOhu12k0GyxX2nzux5nb3vQ3ej8zFKXaWR+j6Jn/IvYYU+SVRRTbFC24VKoWFkIBL+2mrcMwg0Ek1ERkhBhHKWt2PgNKXyqqxPT6EA5TbPiajO13tnPtziAx+5+5rLYl+A56cevIfV1VWOtY+U50ps4sYZj1mEpGT6SvCF/S4ePW3mqqWGL6tGZCYPf1198veDjh+AtIBQw2itx7333rvn6fzEg59ndf0ih7td6wHll+EG10L9bD81UdQDdJeZ0ZPMtaAEDI868OnL3KfTzPrRfzczzgsmu+/U6gE4d+E87/vEZ/cy1Xzi03ezdvEiB1XMaNRHBYGd2DwVZbABYZMx4/VNzp45Ta4zGnGDle4CQRTXbHg98KxmQd9OpRuhfNWXW5vX67Z2T6G9bac1xiwKq9Y2VQyQqgT9wqvAxmA0NnSScTRrHXhqLcoxREw1t8nmNF1nMbZuxiSrD7F5do2NXsaxo12kUpaoFwKTZQy2VsmSIcnWOp/+5Cf3pqJq8uDn7md99SLLR+eQQnEhiAkRnAxjjBCln6kBUiH4fBBze5HSYDJSIk49lkoYCkMcDRHG2uZIY2joIQE5adDClGFCJmXbGWEnMFVkhOkYVeQIoJn2KYqQLIwpgnDyTrPTw+yPwmiiYkigU5tiadMSpRlsKkwXCKXDx1VjMkZgtGLcb1Hk0s4FwoWT05LBRodGZ8h40CjvWVu7yMmT91xhjVxaPvbJ+zh3bpUbFg+gWk2OnTgIIsbbWFry1tZHnudIBL2NEcPNMRjB1rl1wkBxw5PmCONKwegJbQkT0QZK3tedk8aBvRCM766W9rQ78chqBAJLUkwDTxt21Fjg6d/jXihzbXeoUxLTaCCiANGwD1RxNfxL7I5utgVod74eC9K2FyksD6oLQ6ACotDeITBoCkIUOSnGGNbOn+fBT39hD2vLygc/9jkunDnD4RMHQMRMeinvPPlMj+p7JfUpxs8OdQA6DUYF1ZrS1DRP3vwuN5BqiCRoFLjgURkRGulqwjLTOYIEy2oOqeCUB51+zJG1cwnelnd7Pi5cuMDHP/UoBZ4PfuF+7n3gbm44dhiEKPesngBb7u+67eJEUOlpVfujDbBcptTxVxm5xqsH66DT8/BORODUGm4AagLNAh46cy/n9wF4nnvgYe47fT+Hjt8AurBFLaVNcKlb01WvgArk+Fx4ZFCG5zEWMXvgOb18erTINHu2I8Neb4R1Or5WBlD+bfFTzv0PPMjGww/saZJ761ucPPcQC3MLYGBhYZl4+SAlBTKtkq2lbLkzj5qbR8QNSLwBWKOawUzVPicWjL7/ur+ND1PoikVrrOe5A5IYGzhfConWsipj3+e9VYY2LpC0t710rKqxW1jaoNCCPDfkmSGOHIh1762y5z05PXyDieHTgWspBFIqTJ5y4ewFijwj718kzeyE+ND5LYa9jWuvpCkZn32Ik/c9yK1HbyIEtBQ8FMZoIUqFbOCLVAgyIbhPRBzVBQtGl+uJDMlFISmEINKGphR2Szxp3IJdE5oMlW+RBS0KFTHd8abBujAalacEWWK7d42dC0yBSnvkpkEeNlxYHzHR3CcmbWNQRUqYj5B+Cx63ghFS2viSqcCsK4pugyDO8HEmjTEUacR4GFNkyi5yxKQK32jJcLMNxrWVAk6f+jwnz11biJdZcmH9LPd87iTHH38zQoS2fxHSXTrMiWbE6vkhm5s90jS3aUW40ESA9rEwPb9UtUXPeE6bv+/06ZlPNJi4CdIgYmfJJ6qpQwQQu4em86HtowmY1CBGhnxL1zqwgdygBNAIMEsNZAhhp3JX8W2ubjRQWXVW/8uaLasQgmxcoKQiJsKQE6DKwD9giKTk1Gfv49Q1ekfPkotrW5w7e5rDJ27HLjz9BLSz6tTM+Hs/wKdfBvqSqGtENVPpMLMPVVTjcEYDaJTMpzWAKxgg6CPJEORT7/SAM6CavSR2i2hBNbOJqaRo4PzGOqubW9dcHvsCPJNkzF1v/0te9uwXIyOFdOAjqdku1ku4HFSgss22lsjV8Whkyy5Dtq1ovD0n2EnTuNVNfVEmK3zXNBAbO+gcahh+7643kexh+AkvaZ7xgbs/xrOf8kzLhqErxrOsnFrhS5eBUldTA5smt7OBVJNLPHCb1Lrvj5a69D3ftzlgsrfXLffr69TpDExNF8ZQJH3e+6GPkWR7a2c0Gie8/e3v4ok3Px7t9qNVgbIspzbWTtftGoSb/KSQLo6iS6UQ9lq007GIchQyLrmFKxsVgvBaOGl9dLKRLafBQKO1YW1jRJrZYa4dz6GkYL6jEFIQh6JybPDmF+7vMFDMzzeRUtBpLgCwuTlkOByT5zmbG5uMBjFJIgkDwcFlGzZq+zRSX6l68UOpzW8YKhaWO7QPHMGYIWurW7SaAVLacglDwfv+5r370sfyJOUz7/kbXvyCF4CIkUAsRNn8xNShgFRIHpSCHM2y0QyE4DSKDFgSgoDKe7hCKR4eGKJiiDYZedicYD9FWV4g85QgG4Fx6uBp6seAwBAUKYHOyKMmRRBRoh7f3LHbsIbZCOm34PW24i5FSBeFwal39TgiS0NUK0GGOXkakA0bFrRRzQ1l/Mmyi9kQPgWQZpoPffSvybKUvZY0SXnP33yMl33NlyCitjVjMTkq6NDutml1FjlaaAb9Mck4w2jorW8gMKSj1Plj1jmliukU5ZmqqKcBp9tq2wIO5W4O3K+qusc/x9vZYgRFCEYZF83JRrywXcGPAQLldiNCSowSdjiv1nTbhmr7OcmF2Wurib1Lh3BeUcxpmjTIsBEj7F0FiIJMJ3zovR8hS/fe/nI4SviLN7+XpzzneQiRYrnaydTuJPX87gXcqPNo/u9ZLGf53dQMUIzleoICwgJkXhFYvTF0Qp9SGyhpA8EAGBK499rf6ub4qnb4KAUF1m2jga3ZQW4vmFaWZMbwR3/xFkajax8b920/qb/69AdJRkMaYReEIXCr09RYD05fyDXH38qRwQEvz6gIH5limvt9DIgxtYCwdYcNw4R3f92USxmINLRyaDgD80MNiPWYd/713+xLOnVe8Ja3v51/8FV/GxEqmu15lIyqySNTVgXvw/T49Na9w/xvFCC1TXhg7Ejmpb6cut4LielRtMbi+d8mzeJmrZSmZ+UdwKeBfLhOMu7z9je9GVPs/QB79z2fo7+5QavVpbm8VJt1hF0MjBMG6xdZ21zDYAjCkLTIKHSBShJMo+nAp2uY3l14qj36cqrvrGK9je333mZOnsPWYECapwQqZKmzjFKCZlPZ7f4CLFtjl+lWHMaRUtJuN0qgUU56BhfPs6BQBUVhyjWOT0MlvpfV68vyNHnSIxv1WV8b0GpGzB0+johb5MkaUkrCSCEokMLQmWvz+S+c3JP62SZGc98HPsBo3KPbtGUvgRixje3wHI3FB4JzRjIQkgwwQpQwRkqBCQNUWkzeDCCkK1NNVIwoghgtbVgAYQxCF8g8QegCYQ39JrF73ehQCFf/mqAYo0xGETYwnmF3zwuKBKRG+ADqvkN5hyLp9mD1tolSUCBIhw1koDHaAlMhq0V5HXhOOKICQhgG/REf/vgH0XvlvFcTg+Gv3vcxhr0+7eUFhPRKSL+YMQRBwPzCHCAxRnHwyEGMgfEgRWdjRltbSFnXjFRL2DrjORN4UrMcd1XkbxI1H0JZu95zNBZUihqNbuziw497dkXhnEoFxi0sp4FnfZqeTF1VSsLlSFDQpIGQhjH1hUCBoEBjo2r0+5t8+L2f2Jc6A7j77vspkj5BowMiw4LP2WYnVS4qEOjL/GqnqHqu9GUcfvEgsCZ12jt4urDYPoZxCWQdQB0Dq1TOQXaJOAls/bProDOiaoPSVOGUGlTNZTrfSTLmQ+++6ypKY7vsG/C8+5Of4PRD93HzHU9FODdthSDUosywdiDTOBA2EffTM5+aCqw8xoDn9KrG7zzgJ1WocJs0EPoDCLQFoM0AllrQDQ2n7n+Aez7+kX1L70c+9FHOPXyKpUPLjJMB7fYSzeacZUECA8qxHKmP9kX1OWG4imM+DWi3o0ptFBOGa+/ZVyrT41sdvNRJTF9ZZewRWTtZz7NhUrU7ObFAQTHqs7Z6gU9+6AN7nx/gne//IMONDZrtLqbQiHZU6dycjW4YhIzTMaA50F2m3WgRducwhVuDK2dO4QtDG3wcT1P+V1Utfm2h61Vud0Ly9phGWAZUCMoIDbJmzlBvJr5flKFfXXHb5qOpdlnyhyjTZdi+Kp+cLjWwxWjzAusnT5FkksX5A/itAKUULCyEdC11QNhosLG1xjvf9d49q6Npue8DH2V97Rwrxw4AAokqhzWfDc+ORFRwGmFttSp1p2txQiAChSyMHTCmzBkQlTpW6RSJxqgAYXKEKaz3cRC65uwr291bD5/mF49FjjDaAtdkgAlCTBghcnfeU2h+ESrqjKeokI3bs7EkWI0ArbwZKEK7nmcq1tMNJwhvq2hgPIYLF1b5zOf2b1z89Oc+y4Vzq7SXVkB69qwAWkw2Pq9Wt85QrW4X6NBZmqc+Piis6dSY3YGnBwzlJO0ofhNUY+g2xpOq3AJVA6rgogHU+rWbdxH47edLO9D6SCdcTiuwUDYQLOgUE397qNqgUaZfu4FJoNFknDl3hk98Zu/tO728468+weq5EQdPgCh7UR1EbJ90fNfxysd6X7scmQWhPXypTy3eXrYevl0zubkMDivUTZyksERUHEArgnNYe8wB1sLWz0j19uRzKmccuPdJA8IYkhziCKJAlNtylst4Yzj5ubv50Ec+cQUlsrPsG5S7sL7GO979FkhHlO6t2u54IDBIDSqHYAwqc6ymZsKY1leA8bW3P4ujfZOhcbsW6YoiL4GmtkeYQyuFTgptXW1RFQpYacOxLsxFdhJ959vfwrkLq/uW3vNrq7zlfe8hkCFCCHqbFxj3Nib1XX7l7jw7q1BLUPaQMjSPmVzWTYWOusYYtFcuNfBT/u3SoeujQylm+gTVetCHkprNihbpmGF/xJ+94z2cu8btxXaS0xcu8Pb3vIdCSUSnZZOhAGnQ6ZB8NEC7kEvChUqJohgRRqhWyw5VQtgZKlDOe0PYMnHZKXNfw94TAQ1MzUZT220ttalsNn0zMLV2oHW1CPNYV088cxps2iPPM/I8L+8TgAwrorZaCNTFxcN0W8VIFYK0U6jJE+a7AUEYEXYPkeWCu+66i9Nn96e+APrrW3z6Ax+iMGN8yJOQSqFTnyQUdjyIqRiK+lHa3QlhF4fSx82RTMTLcbF0hFRINLLI7Dhcxt2pxdu5gkNIiTQFMkuRRiOCoPa7T4+cvM+xneVuu7K6xO9mFzh1r6z95kMzSWl38FXOiidN4OMffz9b/bV9q7NzF9Z4xzs/AkVCFWURV2sxlifyNTSpVp/ksqoz03W50+HrOMCCjoZy+Y/teiGYcV3ovofKWtyEsT3iFjQXobUI7UVoLQmaS4LGoqDRETQb0IiqtuiHQ//cyRxMc7NebF5DImJi7C5H/kqNoSAxY/7qro+ydn7j8ivhCuX02Yu87a1/DaaFhc0eTu8MIjzP5aeqacC4052zfiv5Cyq1dsMdce2z7q5XLsLdWBgK60B0IIbDbbh5Dm6ag2NtmA+rd/htCqbpoGnzHV+PCgs0TaLRIw2ZQY4NemzHa782nMhLnvHut/0lW1tbO5bflci+AU9jDG9699tIN1dBZ3ZVZAxS50hTm+EN1rM0A5G4I6X0mq1PWI814GlwoNO1ApVDI4N2ao/u2ILOsKiGJiFgLoabF+FQxw4eAEXS561vu4s9iwU5K73G8Adv/jPyJGVu7gBhEAIGIw0mVBjtYoR5tZlfhgXSBaQTlEHl7AMnwCa6Zm7gVQnXq07ri5cayPFASNdHF4H7UtRPUE0ibgs9I9Aa8tEQnY+og56ktwlS8Du//0f7VmfGGN741rcy2Nq04VByg3d9FGFAPh6wtrVGIwyJGw0Kb0C9bZ8+KvCJKFlN47CDCCg1EqMRjIeQZ4at3pitrTHjZEySjglUQCNu0IxiokiU9qTlqr3Wp4uqqKzK1eGSMHITqhLMz7Vod2NSnTFMxqyvb7C51SPLbDuaNIuoD//VcGuMoEgzVBBw6MQRwqXjELad+k0SNOYJ5m9ENjoolfJ7r/+zfe1j2WjMX/7q79AfbxJiSjtVDxi8QrB+TKvIPBj1E5qUEqECyzZOHx78SY/sZlwXXA7QlLVj8j6x7Tk1EFx++nvBGy4Kt8uOB58+XuREcHUHOH0XLINtaBuabnNzxB/96a+Tpsm+1Zkxhj/643cw7qdM7utcb29+Wp8GnrBdG7K9XutHMOsQNnxODIQtCLqgWtXvfv7wbaQhoK2go6DTgc48tLvQaLmjbY+45Y7YBqH3NqXTxyToLEumVgb1cwJVU9ja/23n1xSsj0b85Rveue9z2f/+vT9luLVB5Y+/s72e2OH71aawzkT7MvTP86BwQtFmbCpbAg4GcCSCY024oQWLsT3ioFRGIYAO1cJgGiDPapllCWhDup6SrKbIxCBSuxaXsdU41VX0Xkb9TX7zt3+PvD5wX4Psm6od4K6PvJ9PffoTPPN5L7LqE2EdH5ROkYWmILCzjLM7KZ0eXCxy4ScrQ9V21M7ve7SJMJbRJLdAS6bukym2z1iAudyGuQi6MdYb1P+I4J5PfZw3ve1d+57mD33sE3zyc5/hxcduoNtZZOy3E1QherDJ+f4qcdyiHbUIVVB147LycDNGZtVSCRZgKihUSTxValtNRekLJnvMbjI9Iux0vb+u7kBUO+9BkcT9Xi7t86kbKtFFTjpO2Lq4xWBtk4WmpnvDzcig6Z5ZkKdj7rn3c3z0gx+6REauTd790Y9y96c+RXtlheUbTiCzvJzowyBAG41SivnlA0TNFkQxPshztSQWtmG6rYj8gLmdO7SAbzQGrTUPP7zu9lG3AbaXF1eIopgwFCwsBmhtCN1OQzqH0ZTvRxS59gA0G3ZQbTYsoA9UF60NZy647dlMgah5q5fx1cuneftOpyMC0jRj8/w64/VNmt0u3QPLCOW895HIaB7RbCGkokh7fPSjH+Gud+914Pjt8ql3vp9PffCDHH7x19AUVs3vcxZjm6BXmdWlDmd8/VjgqdzMYqy+rm5X6eOylOKmlFI7KqrT9UuMf6H7XbkfhKMa6yFJPOVc/3vCDd1fKyZnYjGZFGpJEQpUbQgsdPWIPIMsgyw1fOSjH+KjH9//cfGuv/obPvTBe3jhlz8LIfxgUjdYr7OAdZmewq3UGW0fqHunQ9U+vQ10PTyyfwtUjBZiZxaOqRRNgxWf4ryWzslRsM7RMfV9EqLaXXQ0fmPGzOR84EOf4yPXoZ/d9d4P8md/8kG+4e8cJIxaZZzcncT3rwBbvtvzPVt2e+p0HUxzaJE7Ygf4d06iryHb5gSKDta+04/Xdd5k1hEAMi3I1hNINc2VJnEkEdrabyslCFxosHprNsB73/0ePv7pvQsJuG+MJ8B6b4vf+sPfI08Tiyb1CExmSRedE2RDgnEflY0R2scIMBOqdaHtrVZnvZ+p3XuRGgIHOus7E3kVphTQDuHGBXjCATjehfmGB53VuqjIEn7zf/4GF9c29j3No2TMn7/1LWhjCFpNNJphf8vZCimydMTaxlkeOn8/py6epD/YIstSjBCWCfWTktOHGtdXdOGC5+OYjRC7o5knEMulH9V2DrP0HPW/d2DBTQHG7bJjcvcpqYKTGSpHGd+m3POqRXht3ef0H3mSMrh4gZMfv4f7Pnw35+4/RTIYIFVg90fHrrTz0ZCt1U3e8MY/ZrQP3tF1Gacpb7vrLsxoyOrJh8iSBJPnFOmIfpa6HUgkuigImw3E4hx0mja4vBLucDBG1AvGFYuZ/Ayj6m9TK3wDzpaUUg2uVKVi9M5IXk1eZ0KLWniQ+nuNMaw71Y5wE3yn1Zwc6Ms/Cqp1vQEzYO3MWc49dI4i18RtCzCr62Nk2EU4tXuRDfjTP38z42TvPaOnJRsnvO31b2SU98EYpDFlM/QTX1g76qr2OhAogag/Gbq6LOvV/R3U/q5vkxO42S4Q9t6GO2J3hDPor1hAU0BTQiuEZmhXzYGqgGapO5dVGib+ZhKAzvhbRO4Iao9137PckOeGXi/nL978f0iz/WM7vYzHCb/5v95EMpBUarjpgWgWPzYblPp69kCx/n03FtQzmmrGvVd67PT8OtDdneeZ5gk9BPIMgi0P4wb1AsPFLOT1v38X6Xj/+1maJvz+77+R+z8zIB3YxW857uwgdXhXm66vSer3+8VGCxu+qAW0mTZlmE6NT1F9Q02DC7da2gzvJCEQGwNJzuhsH40hONgkjCUtKYiFQYw9N23FA0MNrKcpb/yTPyHdw22f9xV4Avz+O/6Ce/wuIBLQiT1crDNhNCJPUfmYoEgRNpo0pjT64rGrajeVGrcMfg10IlhuweMOwO0HrC1nIwQxBTjtQyT33v0J/vfr/+S6pfvP3v42zj70ECzMobot8mRE1lunn/QR0hrQGwyjZMjpcw9y5tT9rJ05jU4Thy49ujal8V5p0+eyJtzh+5TJ3VH/7mmfOuj0n/Uxbloc2NS+n2ZMFGtpX+qAUGnEvWMb01D02Xr4C5y9+1MMN3sYbbddlFKSpjnJemV7m/W3OHf+DH/65rdeUz1crrzpXe8iHQ4JooDN82dJR0NkGDLSBXEjorO8TNhq2lm70BX48MY8kdPhZHnN5mCKFXHlMl3c9mpbx3meOfWZg6Q1gFkHluUbfPfebSLw73XBuhtxWDoH1X+vlNBOnebosTCQhGGAVBE2mHQd4hVlgi6ePcmfv+muSxf2Hsl7//DN3PP5TzFgxHqx5sxYZgPLgIoZqZ8rScMJoDkNKrHfZx3ltUweHvHW/55+jpr1vZawCbDLdpQzC3S6zIna4fGMV8UbY+ht5aSp4XOf+zxvf9cf7lcVbZM/ftOf84G/vh9DkwoMwCxgeSmpF8H09+lD7vLbtQJOf8yybaxzuTurRmcB60n20zoUGQamxXs+8TDv+aPrN5e9871v5VOf+izrp3N6pw3jVWxc09o0VR/z67Nv3Zr3WqCHqH36Zj57OVKXOjNSn5gM3oM0wKrbff3Un+fPNYDAGMg04wsjTBQgllvEkaIh7KYVQoJo2K4q3FjtGdTUwCcfPMf//Yu/vIYS2C77DjwvbK7zK7//mxR55gYiBRhQ2g5OwjobWbKlINAZymSIJIVxDlkBuX7MgU8/0SpgMYDDDbh5Hp6wAjctwQ0Lliywq/lZ6MqOwkVR8D9+9dc4d3H/jOen5fNnT/O7v/87mDSjtXIAFYUY7G6w7bhFp9EmUoELlCzIi4zxoEc+6EOWWIt2JR3FlZfAwwPP+uGdezwg9CEk/PdtRz3irpf6Atu9p3Asq1vHTALOmq2hrqfLUAv55od7A6ZAFwnZcOjqSxI0YpYOLnDg8AK4wOcAJkvQQvAnb/5zPv/Aw/tYS5V8/vRp/viNb2RueZl4rkvvwjm21tdRoTVjUUoSLy5Cq1mNth58eiO6UuWqJ+YNg8Wq4xQ2t2CrV7C+vkWaZuV1SgWoIHD7R9sA2rBDV3VMZp5pCm0q0O/E14UnzgKhCEVEI2wQRw3CMCDw6nvtWHOfWL8aEdaFURhBs91i5bYn0Vw4aukzBHmaMdpyMxCgTc4b3vCHfP6Bs3tWJ5eSrYvrvPmNbyTVCcPhBhtrD2FyG8A+xDIY3o5zGogqKqsj47O+E0026+9rQSu7PmMK9Kqp8x7kesquPkvu9N1/OvOctbWU4TBD55o//bM3srG1f45g07K6fpH/+b/eQG+jwBgPPmc5tF1a6kW6m72nL6b6uliw3eHMV4Fg9vAopt4jZxx1MDSdhsYV5c4/xaZaYxiZFucTwR/8rzfQu3jhip52LbLV2+DP3/wXbPaH5BmkA0M+xG7jM2IiyGWdy6hb9V0r6LzyZcn0Et3X5mS5Cirg6cPk+6v8MlwZyAvD6MIYYxRyrkFXClruKQmQ5AKpBUFtjQi2aAam4E9/69c4f25vx8Z9B54G+P2//FM+99lPYZS07ErkEJcfiGQBZCVaszHmjAWcmQOfmYEtfOyASSA6fVxPmfV+x4o3BJzowPEWHGtZNXplIOwvruuUvbiJ2xjuvfvj/O4fvOG6ZqvQmv/6B7/NQ/d8HtGIidttNodbyCBAqYAD7XluWDrM4aVDtJstF5JDTPYyUaFKEVT4xmbMgos8hSwxpKmmKAy6MHaf78JMAMedjm0aLtdHdVHbM7wwFNpAYShSTTo2pIm1Ecv9O7YVvX9oNVwYY0hHCc25Nkcff4xbn/kkjtx8lCgKkCpEthfRRUGytc7nv3Af//03/8BuG3kdJNeaX/rt3+bkPffQOXiQxuIiyWhIlmWUAbu9A4jWdreiPK/yWw9x48LciPpshC2j/gC2eprV9S1On71I4WKDHTp4iGNHj3P0yAqHDocsLweletQ7iaQZ9Hqwup7x8MMD7rt/k43NgsHAPtvvIT3ow3CA81MRBCIgEAFSSGc2UMPKpa65vlgzFHnG2sk1sv6AzvwcYaOFVBJjBP2NLdZPncQUY8AG1H/wvk/yul/53etWXwCm0LzlN9/A3fd8Agz0h6usnv0cw3HP7iJkDG0sAPWT4DRQKXNeRwt1Hf0EW8nOwHEnve4sXfAsFDPNlk6zptNpErscU+KHFiQMh4bNzRQlBXff/Xn+9M2/iTHF9pv2TQzveOfbef87T5GNBMa0meQLL1+mi/BSxb8bM7oTYJ0FKAWTC5jd3lF/xuXnyotxZIViRJsNQt72uXU+8OY3Tw24+yvaFPzJm3+Lz993lnFm54UsNZaMcJqx+vTrmUJv4uIZ5ysDjnsh9YmtXnNebHvzanpvSQa1BYuBxEDmzF0EEBlrKVMIS7rYUEoQhPY3b7VcAKkxnD15P3/4m7++545g+w48Ac5vrPGz//2/MB5uORojsDNL2RsMkIIegh5TehSVVJlx3Lexq5QBNgiaPyqzh+sjs0CuB5yZzQqpNZHyNvaTF3oiP2HSjcAPYLZgktGAn/np/8jZfQyhtJOcOn+OX/ilX0AnOQS2maRZypgCEYbIIKDb6rC8sES72SIXBcNk7Ai1ChHW58RybhF2AOhtwvqq5t57+3z+nh6fvWedz92zzrkLQ1bXhlxcG3Jxdcja2pitjZytzYLxSJOllMHLiwySASQDw9a6ZmOtYG09ZW094cJqwn3397nvvj73fK7HPff0OH9es7oGw5HFXx5reBVDqQOuVa7OBmRraxSZZu7wEnMrCwRBBDJAqoCcGBnEJIMBJoj55V/5H5y/eH3r7LMnT/ELP//zmCyjffAgnQMHUFFEYgz9JCVLEhviKAgsYtOF89BwdggKG7tD2mWvoIZDZe27wAJZh8u9uYE93HaBUiCcxZAnU4sCkgRGQ02/n7otMV3iy+dW+RG1d/lDlp+U4XUq8UPZJhsPn2RwsYdA0FpYwhjDeDhi7eFTbJ47C8YQteaBBqYY8l9+7mf53BeuDztdlwv3Psxv/cIvMy4StABNwcWL93Nu9SHG5EhMidW8bZ//PrUusDILweykp90JlUyxjLte549ZKvp6IqcRzuWIT0dpm21IxgWjZESWFfzKr/8Xzpzf+62DLyUPn72HX/1fv8FDn03JxwJjPC99ZVIHOLuBx1ngsF60s6p1mjzeDePv9o56lV4p8LIjqCKlwYZRfLwnef3rfoWt+/bOQeVyZXXtDL/y6z/LRr8gzS2XVZIO3qTLJ/pRI3X+FbaTIRbw+DBNhsocwptJ2Do1iKFByhDZiiCQZbB56T6Fttdq/1j3ofOM3/mvv8hDp/Z+bLwuwBPgD97y57zpz9+I1pnrNc5IWziDAk8hmwzMyNmCjq1FsM6ZCIbpgaY3SnGe43tikHEpmWLXJtTAXoU7oX0xUxfnVICzApkVcrVVYozmHW/6U/7P//2zfczM7vIr/+d3+Ot33IXKDbEKiNpttBQUrdjG35B2z+swDEEJhvmYNE/RRV71D2fk6oGdcSssb/OptWE8yugPMvr9lF4/4eSZDe4/tcZ9J9e494E17ntog9NnEk6fSdja0iRjS4ajLG7aumiPMyczTj2YcvLUgIce3uLM2T6DfsZgkNLrZwxHmYs5OWnbWS7mJpb3vuOnZBfPMji/BgikUiAtByVUk6jZRIYRQRxh8jEf+MiH+Z3fv352Z3X5rT96Ax98x9ts8OrlZRaPHqU5N0eeZaydOsXF+++nd+E8WZ5hfNgbgS0AKe1SuG21ED6kDcKVj6gxjUKUtr7e3tJ7HNe/40nwqXNM38Pkvf49JfCUFtyqwKryldcalOOy/8POIKaw24cKqeitb3D6vvs4/9BDZKMhzU6XhaNHUVEHjOH9f/2X/PbvXj+bs2l55/95Ex/80PtIkoTG8kGanUWSIuGCGZBgtrFiUe0IZz1wN6pL7PDbtFwGE7nrtTsBWbj086ZF2pFxNNCcPb+J0Zr3v/99vOWu11/BQ/ZOtCl489t/h7e/632snspJB2CML/QrE0m1mLgU8VxfuF/ucaVpqa8T/FEnqa9MAnJCzhvB5wvFO97+Pj76+t+oGIPrLG+963f46/e9m+EY8kIwzqz5UJHPAJ+PhOZ0QuqlXccPdcxQsexd90t9CVRgx8/QgBzigswoCEXphmkAk1D6I+rcfs/dnPDRd7+NX3jd/9iXHF434DlME37ydT/Pffd+GoOmtPeUUHpVluDeAVCdQj6AtO/0srq0CazbCE6A0Gn1+5XILLX5NKsJk2CzDjhrKmDjB3kcm0tGhZD9ymVaaeaGFwNnTt3Pv/vJn6a/B/uiXq2MxmN+5Md/hK21VaIgJG63mT90DBOGiG4bFucJDiwTN5soJcl0Tq5ztMC2YN9hHLIzxnX0GqHtkYfRxtmBagcOi3InnKLQFFqji8KpzmvP0JVNZ+Gu9we6tpuOruxk6h7VVTqo1MslHwEmTzDjIUJKWgtdGvMHQbRBBBhjGPWHhJ0uRX+Nzc0N/uW//Ff77sm+k6z1+/z4T/80/fPnrFql1WLx6FHmDx8mjGNMljFYXWX15ENsnD3DaDig0BqjFEZKxy6J0kbP74Y4HMCgn7O5sUG/30NKg5SCOI6I4witC4JAoJxt50SI0BoglR5IusNWva0E6ZqLcOdGI0OvZygwGGFotposzM/RnYts/HdJacIBuDFDWLNiIyhEQGoUg14fnWVEccT8oSMsHj1K2GwhgP7Ww/z4j/8Ma5uDR6C2rAzX+/zez/4aYwqCIGBu4TAL80cQaUZu9AQ4maVKnQAEV4s69luuNl3u+iKFrfWc8WjMsDfil3/tpxgM1/c4kZcvvf4qr/v1f8/992/QW4VsCMa4vdCvQmYBvuk63u9q3e39nkm9XDHYAEpnETwAfPbhDd740z9GsnH97HGnJUlG/OIv/xinzqwyHhkKx3pmTv1eRj/xBNZ1B5/TNmP+sw5y6qDEak0FhjmqnaVaVHWljf1DKY00GmW5onKrbl1YEihUIB1XpIV1KOr1N/hPP/OfGI33J2LEdQOeAB+/7wv8wv/8b6xePOXC2wQWfArsZBcY8DHSBFTq9gLyxLYQVyne+bbUjHrHlLwCf/jfrqQBTduOTj+jBjg9+NW69KMhz6z6t1rYzULCHnTW94+tVs1FkfJLv/ALvP/jn76ChO+PvOejH+YXf/W/Mxz2CZE0FxYJFxdtEMZAwXyH9sEV2gsLzqrHWA9dAWUgPjdqSmx5jQZQZFZ1lqWGQEobq9GXjzHlbjjbD1MGoS8dhErv9MlrjY/rAxhjwc1oNGI0HFIUhiRxNVFn5OzV+AWAzjWDQUY412HlpoOg2iBCC1ZHPXQBjWaMxvAbv/27fOSjH71ONTNb3v6+D/BHv/E/0bm1mRZC0JibY/HGG+kePkzUaCCFIBsN6V04x+Dsw4zOnbZ5rq+F3GyoQmcCqiRaF2RphpQCJaHTaXJgeYF2J6LVsteOxtaMYTSC4dD+PR5bkwYVgFA5GSMyRvT6GRubObk2E6Eg89zfq21Yryik2WgSBJLAx/6cRTJlA4rhkHScI6RCqYC42WTx8GFWbriRRrfrnMAMWie8/nd/nbv+6sPXr3J2kI++4/286Y1/gTGarlA04jZNQobpAN8npjXk8OjDl/shBkOaaLa2+iTJmD/6v/+bD3/sXY90svj03X/Nf/3Vn2JtPWfUAz3gisy96mByJ8A3fe1eS52EngU86+cuVwyCvgOcpwycGxa8/t//Ox7+8F/tXcKvUj7zub/mf//eL7HZy0kTQ17YsaZwJu+l3adXTF4X2Yndqp+vOxf5UcDgGVCBYcWd9XbhXnWeFgLTlqiVwIYwFNU+WxROc6QtCJeBpcg2cs1v/Paf8LZ37t/WwdcVeGqj+d0//RPe/NY3MRpsuK0SFFV8OelaeW4BqI8paKh0op7pKmysZCQYfwhKbbZfwWwDoLMA5bQ2vH7435zDkGe7PUumjcXDvhFrx+hVTWlWw/LDzXZ9lDHwrre/hV/59f+9rzs7XK4UWvNLv/2/eM973oMejxDSIAJpN3WV0q5to5BW1+7p3hsMGG5tUu3V7FgwKB2nixyyFAa9jK2NjCw1UEC3PcfhA4c5uHyAlaUFVpYWOLi8wMJci1HSY5j02Or32Njq0dtKGG5BfytlfXOTjc0tQKMC6HYaLC12WDk4z5EjiywttWk0rCp2de0im1sbdoHg2kadVSjFCDAjsqTPes8QdVqIoBZD0mh0ntCYa1MUGe961zv5hV/8r9bh5hGUNM/5sf/yi9zzvr+uljlCIIOA5sIC88eO0VpYIGw0CAK3AYADqWVcI8FESBupQAUCFSik8k4+EoFwf4vSSR6qR9VDKXlnIKtGNyArkwdZ6/7WdtPaihY6w2AIlHLvFpMz4nSMF2F31VIqIGw06CwscODYMToLC6ggqCIPGMPnPvlX/Nt//8uk2XWbYXYUXWje8N9/h7vv+yzGGOaEpBs0GI16bBhbBtOa6v8XQKe3vNpYK9jY2uKB+x/g/7zxf1ptxiMsWmv+9E2/xbvefRc9F8zDb5ZxpWRHfU+d+qLietTz9Hvq7Kt3arsckGCwOr2LwMPAGrCmDR94y7t43x/8Rk3j9MiJ1po3/Mn/4H0f+CCjoZ2Dcj0JPosafpi5i8OeyXQj8Q4is0Coxwt1vYcHO0ME1ru9gwWUnfrVElQkkZFEClHa7HqQ7f26owhSAUMMH/nQZ/i5n/wxxunexe2clusKPAHWtjb5D7/yOh6493PW3jNyrKffetHvMwzW5UoZkN5DusAkecV0eTs9r3qtMY++4ZT2ltMNyIPJrHZ4q9z6UTgKPq2oeP++wjNtRZWWcjJt+JfUG4//9N/15G/GsLV+lh/+1z/C2sbm3hT4HsjFzU1+6r/9MufOX7Bg2AegVsr2XKWQoQ2pk6MZjYbkQ+euHIaOeasNorXR1PhNA8ACGaloxk2W5hdYnl/gwNICc90W43TAKB3QH/TZ2uox6KWM+g689nps9XoYNEoJOu0mC3NdmnGMVMqpdc3ke8E7cHttvzOa8wuDHEzCYL1PECpk3ALlYmFiKPKUzV6KakR84Z5P86/+zY9x/uIjp/6ry4PnzvP9/98Ps/bwyWqFhAV0QaNB+/Bh5k+coHP8OGpuHiUVE15wNdtOH/ooSw0IyxpLJSaciXyX9Vse1rcLnzgU9h4la2BSuue535VBSIOUhiCQNKKYZiNiYR7m5qy9Z6n/m6BiDCiJ1jGLx46xcuIEC87EYGLHEmNYPf8g3/8D/5qHHr5+YV0uJWfuO8V/+Gc/wqfO3kNuDPMqJoxCevmY1Jj/d8BmTYyxToNpkvDQQ/fzX173E5w+8+AjnaxS+oNNfu51P8yDpy7QGxq7frvC6Ep14DdzAXwdZdbi5lIA2PM1G8BpLOAcAuvGcOrhdV7/Y/+S8dajZy5bWz/Dz7/uh/jCA6dIRsaCz9xqKfMM0txG4PCOR9dP3e5Lsr4Q9myXrsg37ROlqEBMjgKWsPXkPfK9uZ+frj1fqnC8UAEit6r2XMDYwIOnV3ndv/mnnDu9v/3sugNPgE/f+3n++U//OA/e9zmMwjqqNGKrug0DiEPLhtbRinb7TWpdgr7ch82pAb6imDx2jAlZs8nc9nteffc2H+W17j4PNgt/uNWSx2UV2Tc9CnlE6wEOGGPVwptba3zXP/mnfPAjH9+/wr9K+eBnPs0/+/EfZbDVA1wmfeDxICBoNghaTYQL22DZ2tzWqVtIKOUiaWE7ujGlcr4ESD7+6UTsT2Ps4dTnxhi0qfYBt/ah9aO6f5Ldtr97HBKFVv2rfC+QFfYCQEhaCwc4+uSnEHSOgPSx+zKSwRathQVOPfgwP/wjP8GHP3H9vTV3k7f8zft57fe+lv7G+gT4hIoBDTsdGsePER47ShnoG8rRSShrRxnG3lYiw6gEIxOMShgmG4zGPXrDHhtbW2xubbHV69Hr9+gP+wzGA4zrbEJoCyaVoN2MabUaZMWYJBuysdXn4nqP9c0+G1tDzlxc5fzGRQbjEfPdBeY7XRpNu6f0hC5wYkYUILrE3WXiTmeC4azE0Out8r2vfS1vfef+bmV6NfKBv3wP//p7foB710+SAp2oTZb3GWT9Rzpp112MMeRjzfnzPe67//P8x//8o3zwI+9+pJO1TT57z0f5t//ue3jg5BqDkbHj2oTG67EllwM2oYJJY+y2jT0s4dsHNozh1JkNfu2138XJT35kn1N85fKpu/+an/3Ff8W5C33SxJA5rKAd4My1tf3cP9bTTH2CLe1pokpgjCZPx6Rba7B1DgZ+PK+vvm0iW1RxPSN2rj9viSi1DaMkIluPp9e3+P++57W89R3v3Lus7iCPCPAEeOt7381//ZXXcfHcw5hsbJ0IPPMppQ25FIeWBfVIzoMObRAOeKa5PbLCHoWp1N+FA6ITwNEDzdouOds846fuKeog0wNdf74OgAsHKSd6rQeY9YZSNapsPCZbO02ebPEzP/kTvP4P33gda+HK5M/e/hZ+7zd/E53ramQKlWOsFUJKCgkqUORFXtWb+/RVa1zHDhSMRkPCIKTVajPXDVlYcOC0puoNw5Bmo4GU0sJUh049I2fQSCmIImWdXByJrgJoNKDVDujOtYmbIakZ0Ww3JuNMetXyRE+VIOZoLhwkarUQ7gJjoMgymu2IJM349V/9Vd561yNvvzRL/ujP/4Jf/o//gTyZbSBehimKY4SsLfRqS2OhBEEoCBS0m20bJD6QSAWFLtjqb7C2vsaZC6ucu7DGhdVNLqxucGFjgwvrG9z/8AXuPXWe1a0B2miiOGBxvkOrGTAYb9AfrXP2wgYnT29w+twm51a3SNKcwmiCICBQinZXWRDsnJ1mzoxCgAgqx6VtYsizEb/08/+eN/zfvd2FYy/l3X/2dn7mP/4k58frtGQDkRcMki2K6xqv8pGXPDM8fHLE5lafn/nPP8WHP/o3j3SSdpS33/UGfvKnfohzFxLGI7uofixtdnIl4gHnCMtyblFFNewBfQPn+xm/9i9+iI/82R89Yum8lLz9XX/Ir/3mf2ZjPSVzYfVyF6av0E4Fn4FJ2Kd69CVZ94ouFeH2Ei0YnF/l1Mfu5uJ9D6DThP+/vfOOs6Ou9/77N/20PWd7skkIEJoQSghFhHvlKggKwkWkG6VfEb1SpOjlqogCjyAdQ1QuSA9FVAQLFnyw0ZFOJISUze5m+542/Xf/mDm7JyE8D8FkS5j365XsbnLK7PzOzHzmWz5f6dlI1yZqkjEZC2KFKEhaiOo8JWMNR7WzYb0pvkJUk69a0dqNeC53XnUljz88Pmu2bpXUuBGEIYseWExLextfOPE0CD30dAMpPYVSC0FJGe1gKePq1xAxOthZROl2oh0byrGL0mg3rRz7II111TKqBUejkpLRkZa1Hpf680ZthFTtfWQYdX+FMhahtc9QrZ5NJZ6oUvtg1YaEQ+3OJgxcSv0jlHtWYxghP7v7bq5b+KNJUb/0Triex3mXfIOmae186rhjEfE6SUUiHZu0ZeHZNgpK9HsYGtFszKhjupbWVtWa6ImEo0CQslJkMwr5hjEhH/f3IFHpaG+jUnUYGhmk7IwAEs8NcFwXKUNMy2B6RzYqnraida01eSmqjqJqDFeGADk6cUlV1w6qj3W0E38w1jk8pI9fLVIdqZBpznLf4tu5ZtEt+MHkFAVeEHDJdTfQMWMGx5/xBRRtvQY8b2cd3abpYFoCVA0/NPD8II7SR8XOIQpK7LkkpDr6ErXKRClr+7vWQSQJpIqqxjdhIi6zEAoqyqh4NA0Tw1LQTBC6qDVybnibbXy83XXr9/nOd2/C9yfnegGEfsDia39MW3Mb5551PqobYksXN+WS0v5fE5k3H6SUFIdcXMdh0Y+u5dE/PBh91iYpUkp+/dt7mLvjfE478TRaVR1LESjG2DlvqlOLxfmM2lSPfl8iEqJVCf1Vn58uvJmnHrxrUvQovBO+73D74itob5/GgmNPRVFVNFUQ2GCko9/VjZtvVA+EIddZx/e6qPX7pKYq6ifixNccpwzFXrRqCd92cSshQxmLxnwaRvqhKRVFVkaFanTBVIDW+GsFaCBaG6Xu3QCUONvnAMN+wK9+fCvfv/rKKGA0DkyY8ASo2FUuufFaKq7NKUcdQ9otYxtpstkmDCsTR6BqOde42UhVUGuOtnVp2To9GX2t9UmIuphjXRkbxDaGItJGo6PR49cL4tdepzxsLAWsxFqzdkTG71droIg2oCaL66KcocQpFxns6sEtlwi8Cnfc+xAXX3UD5Up1I+/hjc9wscgpZ55BGAQcedyxCE2L8xKStNCoGjqqaqIZBlJRxuxu4hszQVRZIUOo2lGUUiLj+e+AkKiqiFLs8VOjk7dA03QQEs/3cBQHFR3PHztQRj0m4zWra2pHAJ7vIYSCokSlp4Y21twi1mrfrKUy6pASwhJh4GDlc9x1+48558KLKZUrG3X/bmxK1SoXfONiZjU18S/HHLth4jNeAD0V7a+MNMgXGqMJPwKqtovr+KNR6ErVI/SjPR5Eixm/RLTOui5ARK0yoVAwzejKrKkqmZSOQiw4TY1USkPRFFRNRGtTY6xC5V0iCQOPP/7yTi686NuUKxNnT/Zu8RyPhd+6BkPXOOTIQ8kJk2KqiKVa7xDN3XyQEkpDku5VIzz8ywe45fYbCSfI+3FDcJwqV19/AQqC0045hVbVwBICacSXgs1g2eqr0DyiSFkl/lqV0Fv1eOCmW3jw4vPw7cl/LbOdClfdcB6aanDCsZ8hldFRhUDYoJmABNuDtA1oAqHWrulrl8qtn3VF97qPrU+tj8rBse81DWSIbmhYWZO+wSrda0bIpg10HXDLYOVqYqPuPQUKkkbEqJytr0qqk064QNnzeeC2n3Lx2V+hMo76Y0KFJ4DtOFxz8w/JGCanHH0MQgb0D3Rimhly+VZ0w6Dm9UfgITCBSDRqMj4YYtFYM59W6oKLo1218c9rLb8csxMQ4djHQFK7cK6Tfq0J0lhP1qdnJXVFvKPPicN2sYjx7SrF1asoD5cw8g1kGy2uue5Wrr7pZsrVyX+g1hgujnD6l7+IsKsc/uljEIYKpQp+6GMaJopuYmZzkLMgENFZqu7YUBRIZ8FKm0yfYVAuByCjFPnoTbJY93CqRSfHImTRw8bMyEcj2Iw9USIZGSnj+5GXp6Gr5HMWpjH6NpGwWa8eG3sxGQaEroeeSvPA4nv50tn/RbE0cf6PG8LqwUFOPv8CrtAVjjjyWISq/v+fBGPBX4Vo/0iBpgm0OHxtpuPTR1zyEIaS0YxwLWVQy0KoIj5Hivhw0GmWzdHNSBg1HdXWdr2FZuu5F3g3yDDgFz+5j7O/8jW61gxv+AtMENVyhWu/fiVOscyRx3+acmDTTIj6HqbkTBkkuJWQlUuH+NnD93PZlV+lWp3cN3b1VO0yV91wAZqmccrJJ9LapmMoYhJcZf851o12VolnfMd/bCkZtAPu+8EdPPD1r+BWpsZ5EaBSLXHl9efj+z7HH/tZ0umoGVGNrYf8MJpwZ1VBZogcOfB5+6LWLlxB3c/17WLrCNGa68toyr0u8iGjLKGvW3St6MR2XIQCtuPT019m5ux2CKrga6Bl69K4Y++hAs1E0ehaHDXulY5GbUgIfJ8nH7qXG791AZVy8Z/ckxvGpDgkytUq31l4A6auc8aCE0mnsoyURxjsXkEm1UC6IY+ia7GqU5B+OKYu69ZzdPZonNZV4ix94Mcfg1pqVTA6ozuUrO37ydhjIXotyVgqPg7uoWnUyk7XvnERxGl2GFtyiZQ2lZ4V+I5Ny5wtQNW45vJvc+X3f4j9DjV4k5mhkRHO+OoFvLn8LRYcdyyNmRxCEaStHGo6C7qOCGU0nD4+FkW9iABUJTIdzxvKaLmD7699iGrxJzQMAnw3iK15VLKZNM2FRhQhUdQQVVPR9bE1h1pjEti2g+v6hGGIrmmkUkZkEaRG3mVrBaWjLV37l/UcgvIwHgr33PZjvvbfX2d4ZHwP1H+WN1d3cfKpn2el6/Afxy7AereRzxr1InC9/y1QEWPH0TrCs+7+a/QuUKnVUrzb998gJI4TcMuP7uSCr32RkZGp16BTLVVY9N2FCF3hc6ecRDXnksEavenanJASPFvy8nOrue3OH/GDH19JtTp1BEyNSrXEdQu/Rala5otn/AfTp6XQUwLx3sb/TBqqRJHNmvh04p9tKekv2iz+n8U8eOlFuOMsYDYGpXI/V97wFYrlPo447LNMa2+lURgYKYGiRnNrlGrUzoClIETNN8tc55VqorQ+V6fGGkEh9BxC30NL61EyXJrxZ6ImQOITpQyhMoAS+uimSdV2o0isAiPDZfr7izS15lHsETAV0DOsY0SNQGIAjXHYrrZu8VgUdN/lZ7cu5Kxz/5ticfzPjWJD6jCEEO/+we+BbDrNd848i1MWLCDV2ERpcICg6pHN5dEtK6qGJUUodEJFwRECT0QiUco48imixvha4wjExd7UNa3EgZUg7lKvWSnUml9QYkHC2GvL2J/NceP3iMutRn3Pw8gD31BByYIwawkJA2SIV+5nZFU3jdvMolJyueqKK7n8qhsnbMrNxsIyTU455hguOPNM2jpmoOXyKKqBsLSxg6Heqmqd7IKs+1nKsRkBtekKqgYg6ewsU60GDJcGqToVprW0Mq25FVUDw4zfSl373O45EIaS1V0DOK6HHwYYps7WW7VgWEoU6QzjVNg7XBhkGECxl5Lnc+llV3Ddwh9SmULR6XUxsxlOu+h8LvrSubSl0xtXxKx7dlg3GzVOF14pYXiowv+57Dquvf7bVO2pJ2DqMS2TQ084nMsv+y5bt2wR1cBO9EZtTCQ4TsjTf17K1y8+n//710fwfXeit+qfQtdNjjvqS5z95S/zge1mYGSmrvj0gWHGxEstvV6Rks7lndxy3Q94dOH38OypE51eH6ZhcfBHj+foo05l+rRpTGtvpLkth64piFBgqaA3gGJ5CGETCU+d2okvcjuqIKVH4IcU+4eRCCpDRXy7Si4VlZHlt9wSzTRApAEDRC0lWIt4SmR1iKAyzNDgMF2rBwgD0HRtNBuby6WZtWUbumWC0RA5rohYtMqAaKwbvO0DJyXVyiA3Xns53/zO9Zu89Ei+wzivSSU8AdKmyVEHHMSlF3+L9lmzKPf2Ebo++XwTIp2FUEWGGlLT8KTAJhIeNYEYyqg5Jdre6Ouo8DTqOpgZE561aUNCxNY6dcKzJohGG83iXhnVGHuP2vQcQ8SR0AYQSq3bSCBHuikPDKA3tTIwPMi551zA/T97ZK36xKmMrmkcftBB3HTDjTTNmjVWhybqImA1EVIfCZOMmvz7frSfVSuOMtdFpJGSzq4Stu1Tscu4nkN7SxPtzY2oalR/iIjEqkTiugF21WdwqEwQBIyUyqiqSnOhBdNUaZthRGbkte2Ct0X0pJSEnodfKVIaGeCs8y9k8QM/3yzWTDUNDjjhaL57+XeZ2zINZTOqG5RSsvzNXs499wIeevhuPH/qZRPWhxCCfzvkAK5ZeD07zNgWLb6pm9IrF9fR+07Io488zUUXn8NzL/yFdx8Gn9woisa8efty5aWLmL/7NmTzSlQrOMUWrcqYXZINlCWUwpAlL77OtWd+npee+AvhODWlbGoUobDbLvty6kkXMrNjFo2NjUyf0UY2o2OoAksDIydRUh5CuIAJUoGwgu/YdL+6BMfx8XyJ6wejMzkAMpZCQ0ZFMU2sQgHPdsi0TsPMZhgbjAvIABm6DK1eTqm/P3LLMdO0zZqB5wesWPIWnh+QaUiz5ZzpaCkTFIvQDVG8YQQemAXQCmulGaWUDPWt4LzzzuHOe36B7Ww6g/gaU0Z41pg7Zxuu+tYl7P+vH2aor48GM41RaEGoJvgqUleRiqAaRM0HusFoQ4rv1xnLx6l2iATK6DqIWETGETdFjBlfS+IBFDIa/ydlPL5ajcQrAqRal2qPyzXMuJtdpMa6WsJqEW/NctTGLI//5Tm+dNYFvPz6G+O1G8eVj334w3znkkvYfZ99UNS1ctdrU1+OElta1SY+Ken4JiJu+FrTBb4v6RnowfZsGlINWIZFU7NOY1OcLq5FS11w3YClb47ghx5+WI1LKyS6ptPS2EKmQSOdUdAMMVYLzNs3NfB9it1dvLZ0Cd+85FJ+/bvfb9R9NRnYfv8Pcck13+OQuXuSUpUpLWOkBN8L+P2jz/PVr53Dcy9MPs/HjcGu+87joisu5sC9DqRBWcccf4ohpaQy5HP/Pb/n4svOZdnKiR8RvCmYNXMbzv7y1zn6U//OtBlZFEOsNxg12aidogcZ61wvS0mPE/Lnh3/DzeecSfeKZRO3gZuQHbefz2ePP4v5u+9FOpWmdVoLDVkTUxWYOpjNEqF6COGB1CF0kH6FgeWdDPcM4PoQyKjBR6gq2YyFKsDUQ0rFSjRoQ5GYDXmaZm8VDbrAjCNePjJ0qZRKDK7qxDR0NF0j09yKnslRLjq89foSfN8nl8/QPrMZJXDxykVMU8PIpFGsljj1CkgIQ4c3XvkLZ517Eb98dPysyaac8ARoasjz+eNP4NTPfIaUblAotGC2TkN4URpX6gIvFEgBhhXNd/Y8cF2Pqu2RycStaVJBoKDFNZ6jZZnxN7oa+5zXp+1lZJVUqUQPFDKMZn3bDrqho+g6QkRCVI8HLukqiBRR1xMgQ4ehVZ34QZXrFy3ixkW3MTA0Mp67cNxpb23li6efzumfP4PWjumRP+S6yLW/lzDmKKFFEc8wzhgM9Us8B7oHenE8h4Z0AykjRaFJpdBUK8SNyyE8KBV9OldXCaQHwiNtGThOgK7pCASplEE6bZFtAs1425YhpSTwXN58+SVuX3wPP/ifW1nT27fR99NkIT9zGgv+84tcePoZdOSbJvu1cL1ICb09g1x91SJ+ePP19A+snuhN2qQ0TW/mhDNP5OwvnM3sQsfUi1jLuARm2QBXXHktt9/zAwaHeyZ6qzYpuVyBww49nv849QvMm7cNmQbz7QMrJhG1U7QNdBOl14dD6Bqu8MC13+cXN15JsW8zX7NMI0d88iSOPfqz5LI5rEyKaW1tZEyFlCUwGkMUzSa6iKmEXhFnTTf9nb1UnZD22e2YGQvSWQxNhWIJt2rT3bUG3w/QdZVy2UOqBrO33YJ0LoMws6AY2JUqXcvepDgwQL6QobljBulCM4pmRgGx4jA9nZ3Y5QqKUDAMhUxKJZMzSDU1IxQz+oNOcWQ199/5Qy6+7CaWr1ozrvtwSgpPAEVR2HvHnfjPU0/lQ/P2YNrsrdGzjQgMMCEMI+sdxYhOZkODMDRcpa8/6ucKpIdpaui6OmrPpKoazYVcNKtaKBixtU4tOto3aOP6Aa7n4/kBgRcSuFFYM5SSfGOObC5FNgtqHH5XtbghyQSEREofGRZ5/omn+erXvsHv/vRkZEPzPkBRFPbYZVe+ev75HHzYJzHT6fVHZurT3LLu30IoDUG1DGXbxvW9qBgbKDQYpCwVIy0w0mN3EbWnu9VIqKpCoqlQLknK5RA/8AhkQC6XQlEFTdOVt22TlJJqpcj9t93BNQtv4u8vvzypfVU3FoqqsON++3D5pZdy4N77oitv3zeTESklQRDyx8f+ygXnf5Xn/v7XKWG9szFQFIVd/3V3zrvwPA75yCHktDT1bg+TEhmVwlSGfR766W+54urLeP7FPxNOYo/OjYkiFHbdZW8++5kzOPhjB7DFli2ksvGErUm2bKNTiSSsQdJjhzz5+NP89Ipv8+Iffkk4Sb2LNzaqovGBHebxhdMvZPttP4BhpWhtaaE1n8FKCcyCRNFdhHCRgYPTu4ZqTw/DRZ9AaMzYZjpWNgOpDDKQ4KsEgcSrFvHLgwwNVOgfKKEZOlvtuDXphixCs5DCojo8SOcbrwIB2cZm2mZvh6rpURmYb1Ma6MazK/ge2HYIUmCldFIZAyOdwsiYPPHnP/LNiy/nj396Btcb/zWbssKzRsowOHz/j3LWyaex+4f2Rc+3gCaQcSdtNLJS0rMmxPUChkZK0WSg0CUIPSRBZPeCRFd10maGxkKOdMokk4VMFspFGOiD4WIJx/VwfZdA+mhCxVA0VC3qEFMNgaoK2tvzWIZCJkN096oAmiQMXZYvfYGrvnc1d937CwaGpl6n38bA0HU+9+mjOPPMM5m75x6oa9U6rEMsIINA4tiRTVnoQdl2Kdo2Kd0gY6XIFSBVPzpxnWalwI2ep8aR03IpmgNfLNnYToihWDQ0KuQaGRNXUhKGPm+8/DxXXX0Nt9x5H6636etfJhtmKsUnPnMM3/iv/2bbWbNJKWNm8JOJqAktYOmSFXzrku/wk5/ehT0FfAM3BYZlcNhJh3P2Oeew21a7kZqM6fdYcDrlkBefXcb3rv4eDz58C663edTfbiiZTJ695u/PcZ8+mcMP/RjNHWaUfp9Ey1aV0AO84QY8+9KbPLRwIc/+5A4qg70TvWkTQjaT56ADjuDYo04k05Bn1ozZtDY2kDYUrDxoGR+BgwwqFLt6WP1GF9lcitb2HGZjK2Rqk9QBoSMlOANdlPpWMzxsM1L2UHSdbebOIZ1rwHclg6uWEvgepYpHc8d08i3TEELBr4zg20Vk6KEoAs0wkVqGUBiRj7UKq1a+xtXfu5o7736IgeGJa66c8sKzxrTmFk761FGcedIZTJuzHWrWQKqC0AevAr19AZWqpGpX0DSFXN4CQChe5JUpwPN8qhWXXDaNZRrksgbZrEGp6NG3xo7GbhJFMDNZA0vTEAIqZRvPDyjZFTIZk+nTGslkozS9lBKUgO7O11m0aBE3/3gxq7rGN6w9Wdm6o4MvfvZEjjz+OGZ+YAcUVVtbzdQat2QUsRzsiSLLofSxTEE6paLooBgKqhpN0lmvGqo1gsVCtHYi9z3JmtUeCgqWoZIuCIzYlSAMfFYtf52fP3AvN9x0C6+/uXKT7YepQuvMDj55xiks+PRxfHDOtpiqNjnEpwTPCXjlpaXcfvti7ly8iO6ezoneqklBa0crJ51/MguOWcAObduhKZOjhVpKCKohr7/Uwx13LebmO66gt3/zLoV4tzTkmjjqsM9z2udOY5fdZmE1Kwhl4tcskLDED/njP7q479Y7efLWayj1dk30Zk0KZkzfmoMPPJI95n+Q7XfYiTlbzKYhbZJuAj3jI6SNtIcZ6umnr3uYdEpnekcBJdcMqTyjKT0UZKhQGVhDqW815bKD60FLS5ZMUztWvhWv2MdATw99AxU0Q6fQmCOXVlAViZQBQtXRUo2oqTxCUQj9Kl0rXuUn9y/mxh/czetLJ/4422yEJ0SRqg/M3IJTjziej3z8SLbddWesBh3fEVQqAT29bjR+T1Voma7heyLy4Io72oeGS7y1qpu0mULXNPLZDA25DCPFKj09w+QLOayUQTqjoWkKigRNk1QqPmXbpmdgkFkdreSzKUxDUh1xeWvZqzz+p59x0//cyotLlk/qcWETgaoodLS2seCoYzjiyGPYZc890NPxxTGOWNvlqDHMdyLhKZSQlCVIpxRQQbHqXlCO2VyFYVSTXfNerX8MgF2WlIbAMqPRj1pG4toeL/39WX7y4GJuu/Nuunt68d8npRDvBqEqNDQ3cfDRn+L0o09g33l7YqStWMyPU2pQRn9JCV7R4W9/eZZbbruLn//qPgaH+yb1GMWJQNVUZu+4JYccfCCf/vgn2XPe3li5AqI2Pmw8QmqyVt8O7kiJJ/70LIsf+Dm/fuxR3lr5KkG4eXQ/bywUoTJj2jZ84oBP8LmTj2bPD81D1bWotGhTdyCtc42ShHiuy2PPvMANt9/PY7/+JcXlr0WWLQmjKIpKLtPMLrvM5yP7H8xH9/8EW8/agkKTjpWXKHoFgUMYeEh0FCUu8xO1EZdxdCQUSLtEdaiXnp5hqrZHc3OGhpZ2zFwTOCOUh4boWTOM5/pYlkIhb5LOplHTjahWARSBZw/x3DN/5d577uWRX/2Bf7zVPWnK+jYr4VlPa6GZuTvM598PPYr99/8Ic7adgWbqhELg2YJMIRYkdcdOpRzQ2+dStcsUyyNkzAxpI4PjeFRtl9lb5WkomKgmgAAXHDtgZNijf2gEiaSlOUfnii4ee+y3PPjQvbz+jxfo7e/bTIxANi2WabHHrntzwgkL+PjHP0m+IY/nqajx+C9VF+iWJJWrPSP67K513fSjZiLXhko5ymTUopj1027CQFIeiTw9LdNjcGSIXzz0c26/83aeef5JbGdq+6iOB6Zpsv8++7HgyOM46KCDKXS0oqX0MUPcjY2MxKZfdRnu6uU3v/wVd9y3mD888Ti2+/5Mz24opmGw7/xdOeawwznkoEOYNmcOSiYdN/v9E+tWPzdYUca6NZHIMCQolVizdBmP/Oq3LP7ZT3n8+adw3KntyTlepCyLfffei2M/dQgfPWA/ps/eFiOVRwi9ToTWX2He/SJKGdnpICW+4+A7DoYlwLdxfUl31zJ+/bvHufeBX/C3J57GnuL+0uOFpmlst83OHPrxozj04CPZomMm+WaDTGOAZtoIXCLD6PoxmxqgIaVCUC3ilwbpWtVLxfYo5E0KLc2kmrdAYONUhqmWHQgdTEND1U1U3cSrFunp7uS3j/+Vu+/+CX958kVsZ/IdZ5ut8BxD0FRoZecd5/Ph/f6FQz5+BE1NBabPaCOVVkZHmoYCglDS3xPiOA5rBrppzDZQyOYICVBUaGqzUBSB54cEXkj/mhIDA0VWdnZSKpV48uk/8eSTf+OVV59jYOj9WfOyMRBC0DFtC3babj7z5s1nzz32ZovZs5kxs53GFgvNiJtc6gyzo+lTIrJhCqFcAs+RpLOgqhIZW6H5rqQ04rJq5Ro6V3Tx1NN/5qmnn+CFV55kdfeKJCL9HlCEYHprOx/94H5sv9NcDjvwY7RsMZO2jjYUw4gnxL0HRSOBUBI4LmtW99CzYiWPPPobXnvlZX7/tz+zurcnWa/3iBCCLdvaOOiD+3DIRw5gu912I9fRQdv0aahWbfKCHPOiq1l/rIuUSN+HwCcolhCqhtKQI3Rd1nR1U1zdxWvPPsMjv/89v3nib7y1Zk2yZu8RIaC1qcA+83biqEM/ylYf2Jmt5mxPrmk6VjoDgU0QglNxUXSDTCEf1/XW3XHHvo1hZYTAdbF9qI4UcR2b4uAgPV2dLH3rTTpXLuWxJ57hlTeW0zswtG4QNOFdIoSgqbGFXefuzQ7b7cL++x3Ittu3s/W2TWQaJKoWG8QLiKKeJlIGSL9Kpa+Xge4+QilIpS0aW5rQ8x1Ro4J08b0q5eIQS5a8yeq3lvH3vz/Ly6++yl+feYXO7r5JvWbvA+G5NikrTWNjC7vtshczp89i3m7zaSwUaCx00NzaiO2G6LqBqRs0FdI0FtIgJK7rMlwqsbqzlyVvLKdr9UpefvU5lr31Ov9442WK5RGcJEq20REIDMOkvWUG22+3PXN32p1ddtmFhnye6W0zSWeyWOkMuQYLXdcwdRVdVahUQjzPoat3gEq5SFfPakaGirz4wvO8/MpzvLbkVdb0r8J1HGQSj96opE2LlkITe+28K3vttgd7zNsVI5ejubWdlvZmrHQK0zRRDSOKjgUBge/hOA7VcpX+Nf30967BGSny1HPP8dRzT/PkS3+nb2iQanKMbXQMTUPTNJob8uy501xaZ8zgkP3+hXwhz/RCHoSgeaut0TMZ9JQ5etPn+T5e1aZryetUi0WWrVhJGAT87qmn6O3q4smXXmKwOILv+7ibwYCFyYSmKmiaSls+y6yZs5g1awZzt5lDvrGVxnyBVCbHfv+2F7lCI6pq4QcBfhDQtWwZxeFBpFOkXLVxVYOe7m4e/cOfWLFiJa+9/g8GiiWCMGq6Tdi4GIZF2sqw0w67svNOc9l3n53Zdk4LhUIDTa0NpDMpdDWyZCz2j9Czup/+vmGslIFm6AQypOL6rFixmod//SirOrtYsnQpwyNFXNcjnMxqs473nfBcHwKBoadpaCiQyWQwTRNdjzvBhEIoI+FZqVQYGRlmpJTUkU00AkFjoZXGQiOGaaLrOqqqosQZvjAM8TwP23YYHBxgcKg3EZgTRFwQQVM2R1O+gGlZmIYZuRmoKgQBoe/hOC62XaV/eIjBUhGSFZtQNFVlZmsrQojoRkFVMXQjnuYl8H0fPwioVCoEQUBXfz/B+8ROZ7KiKArZlIWm6bS1FLBME0URBEEYr5WD63ooKjiOS//QCMH7wBpuMmPoKRoyWRoLKVIpHU3XUYTAD0J8P6BSsQnCkHKpQrlaxnb9KZ81SIRnQkJCQkJCQkLCuPBOwnM9Y2USEhISEhISEhISNj6J8ExISEhISEhISBgXEuGZkJCQkJCQkJAwLiTCMyEhISEhISEhYVxIhGdCQkJCQkJCQsK4kAjPhISEhISEhISEcSERngkJCQkJCQkJCeNCIjwTEhISEhISEhLGBW0DH98HLN8UG5KwSZgdf03WbOqwO/DsRG9EwgaRrNnUI1mzqUeyZlOL2e/0Hxs0uSghISEhISEhISHhvZKk2hMSEhISEhISEsaFRHgmJCQkJCQkJCSMC4nwTEhISEhISEhIGBcS4ZmQkJCQkJCQkDAuJMIzISEhISEhISFhXEiEZ0JCQkJCQkJCwriQCM+EhISEhISEhIRxIRGeCQkJCQkJCQkJ40IiPBMSEhISEhISEsaF/wUaqLGeZHS9TQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 842.4x288 with 12 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 842.4x288 with 12 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "azimuth = torch.zeros((nb_scenes, 2), device='cuda', requires_grad=True)\n",
    "elevation = torch.tensor([[math.pi / 2., -math.pi / 2.]], device='cuda').repeat(nb_scenes, 1)\n",
    "elevation.requires_grad = True\n",
    "amplitude = torch.ones((nb_scenes, 2, 3), device='cuda', requires_grad=True)\n",
    "sharpness = torch.ones((nb_scenes, 2), device='cuda', requires_grad=True)\n",
    "\n",
    "with torch.no_grad():\n",
    "    sg_img = torch.clamp(render(\n",
    "        azimuth, elevation, amplitude, sharpness, im_world_normal,\n",
    "        albedo, spec_albedo, roughness\n",
    "    ), 0., 1)\n",
    "\n",
    "    disp_imgs(sg_img, \"Before training\")\n",
    "\n",
    "optim = torch.optim.Adam([azimuth, elevation, amplitude, sharpness], lr=0.3)\n",
    "\n",
    "# Optimization loop\n",
    "for i in range(500):\n",
    "    optim.zero_grad()\n",
    "    sg_img = render(\n",
    "        azimuth, elevation, amplitude, sharpness, im_world_normal,\n",
    "        albedo, spec_albedo, roughness\n",
    "    )\n",
    "    loss = torch.nn.functional.mse_loss(sg_img, gt_img)\n",
    "    loss.backward()\n",
    "    optim.step()\n",
    "\n",
    "# Post-training evaluation\n",
    "with torch.no_grad():\n",
    "    sg_img = torch.clamp(render(\n",
    "        azimuth, elevation, amplitude, sharpness, im_world_normal,\n",
    "        albedo, spec_albedo, roughness\n",
    "    ), 0., 1)\n",
    "\n",
    "    disp_imgs(sg_img, \"After training\")\n",
    "\n",
    "print(\"Final values\")\n",
    "print(\"azimuth:\", azimuth)\n",
    "print(\"elevation:\", elevation)\n",
    "print(\"amplitude:\", amplitude)\n",
    "print(\"sharpness:\", sharpness)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
